Sitemap - Max Planck Institute for Informatics

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href="/departments/algorithms-complexity/people/current-members" title="People">People</a><ul><li><a href="/departments/algorithms-complexity/people/current-members" title="Current Members">Current Members</a></li><li><a href="/departments/algorithms-complexity/people/former-members" title="Former Members">Former Members</a></li></ul></li><li><a href="/departments/algorithms-complexity/research" title="Research">Research</a><ul><li><a href="/departments/algorithms-complexity/research/algorithmic-game-theory" title="Algorithmic Game Theory">Algorithmic Game Theory</a></li><li><a href="/departments/algorithms-complexity/research/approximation-algorithms" title="Approximation Algorithms">Approximation Algorithms</a></li><li><a href="/departments/algorithms-complexity/research/fine-grained-complexity" title="Fine-Grained Complexity and Algorithm Design">Fine-Grained Complexity and Algorithm Design</a></li><li><a href="/departments/algorithms-complexity/research/graph-algorithms" title="Graph Algorithms">Graph Algorithms</a></li><li><a href="/departments/algorithms-complexity/research/optimization" title="Optimization">Optimization</a></li><li><a href="/departments/algorithms-complexity/research/parameterized-algorithms-and-complexity" title="Parameterized and Counting Algorithms and Complexity">Parameterized and Counting Algorithms and Complexity</a></li><li><a href="/departments/algorithms-complexity/research/robust-learning" title="Robust Learning">Robust Learning</a></li></ul></li><li><a href="/departments/algorithms-complexity/offers" title="Offers">Offers</a><ul><li><a href="/departments/algorithms-complexity/offers/postdoc" title="Postdoc Application">Postdoc Application</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching" title="Teaching">Teaching</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer-2025" title="Summer 2025">Summer 2025</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer-2025/discrete-optimization" title="Discrete Optimization">Discrete Optimization</a></li><li><a href="/departments/algorithms-complexity/teaching/summer-2025/mechanism-design-without-money" title="Mechanism Design Without Money">Mechanism Design Without Money</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter-2024/25" title="Winter 2024/25">Winter 2024/25</a><ul><li><a href="https://cms.sic.saarland/gralgodat24/" title="Introduction to Algorithms and Data Structures">Introduction to Algorithms and Data Structures</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer24" title="Summer 2024">Summer 2024</a><ul><li><a href="https://cms.sic.saarland/finegrained24/" title="Fine-Grained Complexity Theory">Fine-Grained Complexity Theory</a></li><li><a href="/departments/algorithms-complexity/teaching/summer24/fair-div-game-theory" title="Topics in Computational Social Choice Theory">Topics in Computational Social Choice Theory</a></li><li><a href="/departments/algorithms-complexity/teaching/summer24/discrete-optimization" title="Discrete Optimization">Discrete Optimization</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter23" title="Winter 2023/24">Winter 2023/24</a><ul><li><a href="https://cms.sic.saarland/algodat23/" title="Algorithms and Data Structures">Algorithms and Data Structures</a></li><li><a href="https://cms.sic.saarland/sublinear23/" title="Sublinear Algorithms">Sublinear Algorithms</a></li><li><a href="https://cms.sic.saarland/ideen2324/" title="Ideen und Konzepte der Informatik">Ideen und Konzepte der Informatik</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer23" title="Summer 2023">Summer 2023</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer23/counting" title="Techniques for Counting Problems">Techniques for Counting Problems</a></li><li><a href="https://cms.cispa.saarland/paramalg_23/" title="Parametrized Algorithms (external)">Parametrized Algorithms (external)</a></li><li><a href="/departments/algorithms-complexity/teaching/summer23/ml-foundations" title="Seminar: Foundations of Machine Learning">Seminar: Foundations of Machine Learning</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter22" title="Winter 2022/23">Winter 2022/23</a><ul><li><a href="/departments/algorithms-complexity/teaching/winter22/random" title="Randomized Algorithms and Probabilistic Analysis of Algorithms">Randomized Algorithms and Probabilistic Analysis of Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/winter22/approx" title="Approximation Algorithms">Approximation Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/winter22/ideen" title="Ideen und Konzepte der Informatik">Ideen und Konzepte der Informatik</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer22" title="Summer 2022">Summer 2022</a><ul><li><a href="https://cms.cispa.saarland/algseminar_22" title="Coping with computational hardness (external)">Coping with computational hardness (external)</a></li><li><a href="https://cms.sic.saarland/cp22/" title="Competitive Programming (external)">Competitive Programming (external)</a></li><li><a href="https://cms.sic.saarland/strings22/" title="Reading Group: String Algorithms (external)">Reading Group: String Algorithms (external)</a></li><li><a href="https://cms.cispa.saarland/hcyc22/" title="How to Clock Your Computer (external)">How to Clock Your Computer (external)</a></li><li><a href="/departments/algorithms-complexity/teaching/summer22/optimization" title="Optimization">Optimization</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter21" title="Winter 2021/22">Winter 2021/22</a><ul><li><a href="https://cms.sic.saarland/finegrained/" title="Fine-Grained Complexity Theory">Fine-Grained Complexity Theory</a></li><li><a href="https://cms.cispa.saarland/mcsc/" title="Metastability-Containing Synchronization Circuits (external)">Metastability-Containing Synchronization Circuits (external)</a></li><li><a href="https://cms.cispa.saarland/paramalg/" title="Parametrized Algorithms (external)">Parametrized Algorithms (external)</a></li><li><a href="/departments/algorithms-complexity/teaching/winter21/reading-group" title="Reading Group Algorithms: Continuous Methods for Combinatorial Problems">Reading Group Algorithms: Continuous Methods for Combinatorial Problems</a></li><li><a href="/departments/algorithms-complexity/teaching/winter21/ideen" title="Ideen und Konzepte der Informatik">Ideen und Konzepte der Informatik</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer21" title="Summer 2021">Summer 2021</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer21/clock-synchronization-and-adversarial-fault-tolerance" title="Clock Synchronization and Adversarial Fault Tolerance">Clock Synchronization and Adversarial Fault Tolerance</a></li><li><a href="https://cms.cispa.saarland/algseminar/" title="Coping with computational hardness: approximation, moderately exponential-time, and parameterized algorithms (external)">Coping with computational hardness: approximation, moderately exponential-time, and parameterized algorithms (external)</a></li><li><a href="/departments/algorithms-complexity/teaching/summer21/geometric-algorithms-with-limited-resources" title="Geometric algorithms with limited resources">Geometric algorithms with limited resources</a></li><li><a href="/departments/algorithms-complexity/teaching/summer21/optimization" title="Optimization">Optimization</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter20" title="Winter 2020/21">Winter 2020/21</a><ul><li><a href="/departments/algorithms-complexity/teaching/winter20/algorithms-and-data-structures" title="Algorithms and Data Structures">Algorithms and Data Structures</a></li><li><a href="/departments/algorithms-complexity/teaching/winter20/how-to-clock-your-computer" title="How To Clock Your Computer">How To Clock Your Computer</a></li><li><a href="/departments/algorithms-complexity/teaching/winter20/ideen" title="Ideen und Konzepte der Informatik">Ideen und Konzepte der Informatik</a></li><li><a href="/departments/algorithms-complexity/teaching/winter20/property-testing" title="Property Testing">Property Testing</a></li><li><a href="/departments/algorithms-complexity/teaching/winter20/tods" title="Theory of Distributed Systems">Theory of Distributed Systems</a></li><li><a href="/departments/algorithms-complexity/teaching/winter20/game-theory" title="Topics in Algorithmic Game Theory and Economics">Topics in Algorithmic Game Theory and Economics</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer20" title="Summer 2020">Summer 2020</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer20/computational-geometry" title="Computational Geometry">Computational Geometry</a></li><li><a href="/departments/algorithms-complexity/teaching/summer20/opt" title="Optimization">Optimization</a></li><li><a href="/departments/algorithms-complexity/teaching/summer20/parameterized-algorithms" title="Parameterized Algorithms">Parameterized Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/summer20/reading-group" title="Reading Group Algorithms">Reading Group Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/summer20/sublinear-algorithms" title="Sublinear Algorithms">Sublinear Algorithms</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter19" title="Winter 2019/20">Winter 2019/20</a><ul><li><a href="/departments/algorithms-complexity/teaching/winter19/ideen" title="Ideen und Konzepte der Informatik">Ideen und Konzepte der Informatik</a></li><li><a href="/departments/algorithms-complexity/teaching/winter19/one" title="Optimization and Entrepreneurship">Optimization and Entrepreneurship</a></li><li><a href="/departments/algorithms-complexity/teaching/winter19/tods" title="Theory of Distributed Systems">Theory of Distributed Systems</a></li><li><a href="/departments/algorithms-complexity/teaching/winter19/seminar-fairdivision" title="Topics in Fair Division">Topics in Fair Division</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer19" title="Summer 2019">Summer 2019</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer19/dist-seq-algo" title="Distributed and Sequential Graph Algorithms">Distributed and Sequential Graph Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/summer19/fine-complexity" title="Fine-Grained Complexity Theory">Fine-Grained Complexity Theory</a></li><li><a href="/departments/algorithms-complexity/teaching/summer19/bool-complexity" title="Introduction to Boolean Function Complexity">Introduction to Boolean Function Complexity</a></li><li><a href="/departments/algorithms-complexity/teaching/summer19/reading-group" title="Reading Group Algorithms">Reading Group Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/summer19/opt" title="Optimization">Optimization</a></li><li><a href="/departments/algorithms-complexity/teaching/summer19/ktds" title="Keeping Time in Distributed Systems">Keeping Time in Distributed Systems</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/winter18" title="Winter 2018/19">Winter 2018/19</a><ul><li><a href="/departments/algorithms-complexity/teaching/winter18/ideen" title="Ideen und Konzepte der Informatik">Ideen und Konzepte der Informatik</a></li><li><a href="/departments/algorithms-complexity/teaching/winter18/multvar-algo" title="Multivariate Algorithmics">Multivariate Algorithmics</a></li><li><a href="/departments/algorithms-complexity/teaching/winter18/rand-apx-algo" title="Randomized and Approximation Algorithms">Randomized and Approximation Algorithms</a></li><li><a href="/departments/algorithms-complexity/teaching/winter18/dir-graphs" title="Algorithms on Directed Graphs">Algorithms on Directed Graphs</a></li><li><a href="/departments/algorithms-complexity/teaching/winter18/tods" title="Theory of Distributed Systems">Theory of Distributed Systems</a></li><li><a href="/departments/algorithms-complexity/teaching/winter18/reading-group" title="Reading Group Algorithms">Reading Group Algorithms</a></li></ul></li><li><a href="/departments/algorithms-complexity/teaching/summer18" title="Summer 2018">Summer 2018</a><ul><li><a href="/departments/algorithms-complexity/teaching/summer18/ktds" title="Keeping Time in Distributed Systems">Keeping Time in Distributed Systems</a></li><li><a href="/departments/algorithms-complexity/teaching/summer18/fine-complexity" title="Selected Topics in Fine-Grained Complexity Theory">Selected Topics in Fine-Grained Complexity Theory</a></li><li><a href="http://people.mpi-inf.mpg.de/~cikenmey/teaching/summer18/firstintrotogct/index.html" title="A first introduction to geometric complexity theory">A first introduction to geometric complexity theory</a></li><li><a href="/departments/algorithms-complexity/teaching/summer18/opt" title="Optimization">Optimization</a></li><li><a href="/departments/algorithms-complexity/teaching/summer18/reading-group" title="Reading Group Algorithms">Reading Group Algorithms</a></li></ul></li></ul></li><li><a href="/departments/algorithms-complexity/seminars" title="Seminars">Seminars</a><ul><li><a href="/departments/algorithms-complexity/seminars/algorithms-with-predictions" title="Algorithms with Predictions">Algorithms with Predictions</a></li><li><a href="/departments/algorithms-complexity/quantum-lecture-series" title="Quantum Lecture Series">Quantum Lecture Series</a></li><li><a href="/departments/algorithms-complexity/virtual-theory-seminar" title="Virtual Theory Seminar">Virtual Theory Seminar</a></li></ul></li><li><a href="/departments/algorithms-complexity/publications" title="Publications">Publications</a><ul><li><a href="/departments/algorithms-complexity/publications/current-year" title="Current Year">Current Year</a></li><li><a href="/departments/algorithms-complexity/publications/last-year" title="Last Year">Last Year</a></li><li><a href="/departments/algorithms-complexity/publications/the-year-before-last" title="The Year Before Last">The Year Before Last</a></li><li><a href="/departments/algorithms-complexity/publications/reports" title="Reports">Reports</a></li></ul></li><li><a href="/departments/algorithms-complexity/adfocs" title="ADFOCS">ADFOCS</a><ul><li><a href="/departments/algorithms-complexity/adfocs/history" title="History">History</a></li></ul></li><li><a href="/departments/algorithms-complexity/news" title="News">News</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning" title="Computer Vision and Machine Learning">Computer Vision and Machine Learning</a><ul><li><a href="/departments/computer-vision-and-machine-learning/people" title="People">People</a><ul><li><a href="/departments/computer-vision-and-machine-learning/people/bernt-schiele" title="Bernt Schiele">Bernt Schiele</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/connie-balzert" title="Connie Balzert">Connie Balzert</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/jonas-fischer" title="Jonas Fischer">Jonas Fischer</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/margret-keuper" title="Margret Keuper">Margret Keuper</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/jan-eric-lenssen" title="Jan Eric Lenssen">Jan Eric Lenssen</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/gerard-pons-moll" title="Gerard Pons-Moll">Gerard Pons-Moll</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/paul-swoboda" title="Paul Swoboda">Paul Swoboda</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/ahmed-abbas" title="Ahmed Abbas">Ahmed Abbas</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/eyad-alshami" title="Eyad Alshami">Eyad Alshami</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alaa-anani" title="Alaa Anani">Alaa Anani</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/mohammad-asim" title="Mohammad Asim">Mohammad Asim</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/niklas-berndt" title="Niklas Berndt">Niklas Berndt</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/wolfgang-boettcher" title="Wolfgang B枚ttcher">Wolfgang B枚ttcher</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/xinya-chen" title="Xinya Chen">Xinya Chen</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/julian-chibane" title="Julian Chibane">Julian Chibane</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/anurag-das" title="Anurag Das">Anurag Das</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/yue-fan" title="Yue Fan">Yue Fan</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/siddhartha-gairola" title="Siddhartha Gairola">Siddhartha Gairola</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/ada-goerguen" title="Ada G枚rg眉n">Ada G枚rg眉n</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/vladimir-guzov" title="Vladimir Guzov">Vladimir Guzov</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/xinting-hu" title="Xinting Hu">Xinting Hu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/steffen-jung" title="Steffen Jung">Steffen Jung</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/muhammad-gulzain-ali-khan" title="Muhammad Gulzain Ali Khan">Muhammad Gulzain Ali Khan</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/anna-kukleva" title="Anna Kukleva">Anna Kukleva</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/selim-kuzucu" title="Selim Kuzucu">Selim Kuzucu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/verica-lazova" title="Verica Lazova">Verica Lazova</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/zhi-li" title="Zhi Li">Zhi Li</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/max-losch" title="Max Losch">Max Losch</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/sweta-mahajan" title="Sweta Mahajan">Sweta Mahajan</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/amin-parchami-araghi" title="Amin Parchami Araghi">Amin Parchami Araghi</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/nhi-pham" title="Nhi Pham">Nhi Pham</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/sukrut-rao" title="Sukrut Rao">Sukrut Rao</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/mattia-segu" title="Mattia Segu">Mattia Segu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/garvita-tiwari" title="Garvita Tiwari">Garvita Tiwari</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/haoran-wang" title="Haoran Wang">Haoran Wang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/christopher-wewer" title="Christopher Wewer">Christopher Wewer</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/thomas-wimmer" title="Thomas Wimmer">Thomas Wimmer</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/jiahao-xie" title="Jiahao Xie">Jiahao Xie</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/xianghui-xie" title="Xianghui Xie">Xianghui Xie</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/raza-yunus" title="Raza Yunus">Raza Yunus</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/xiaohan-zhang" title="Xiaohan Zhang">Xiaohan Zhang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/keyang-zhou" title="Keyang Zhou">Keyang Zhou</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members" title="Alumni and Former Members">Alumni and Former Members</a><ul><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/zeynep-akata" title="Zeynep Akata">Zeynep Akata</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/stephan-alaniz" title="Stephan Alaniz">Stephan Alaniz</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/thiemo-alldieck" title="Thiemo Alldieck">Thiemo Alldieck</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/bjoern-andres" title="Bjoern Andres">Bjoern Andres</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/mykhaylo-andriluka" title="Mykhaylo Andriluka">Mykhaylo Andriluka</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/stavros-antifakos" title="Stavros Antifakos">Stavros Antifakos</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/rodrigo-benenson" title="Rodrigo Benenson">Rodrigo Benenson</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/bharat-lal-bhatnagar" title="Bharat Lal Bhatnagar">Bharat Lal Bhatnagar</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/apratim-bhattacharyya" title="Apratim Bhattacharyya">Apratim Bhattacharyya</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/ulf-blanke" title="Ulf Blanke">Ulf Blanke</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/moritz-boehle" title="Moritz B枚hle">Moritz B枚hle</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/andreas-bulling" title="Andreas Bulling">Andreas Bulling</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/victoria-carlsson" title="Victoria Carlsson">Victoria Carlsson</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/di-chen" title="Di Chen">Di Chen</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/walon-wei-chen-chiu" title="Walon Wei-Chen Chiu">Walon Wei-Chen Chiu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/dengxin-dai" title="Dengxin Dai">Dengxin Dai</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/alina-dima" title="Alina Dima">Alina Dima</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/jiangxin-dong" title="Jiangxin Dong">Jiangxin Dong</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/gyuri-dorko" title="Gyuri Dorko">Gyuri Dorko</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/sandra-ebert" title="Sandra Ebert">Sandra Ebert</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/mario-fritz" title="Mario Fritz">Mario Fritz</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/fabio-galasso" title="Fabio Galasso">Fabio Galasso</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/peter-gehler" title="Peter Gehler">Peter Gehler</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/yong-guo" title="Yong Guo">Yong Guo</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/hossein-hajipour" title="Hossein Hajipour">Hossein Hajipour</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/yang-he" title="Yang He">Yang He</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/xudong-hong" title="Xudong Hong">Xudong Hong</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/sabrina-hoppe" title="Sabrina Hoppe">Sabrina Hoppe</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/andrea-hornakova" title="Andrea Hornakova">Andrea Hornakova</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/jan-hosang" title="Jan Hosang">Jan Hosang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/michael-huang" title="Michael Huang">Michael Huang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/tam-huynh" title="Tam Huynh">Tam Huynh</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/eldar-insafutdinov" title="Eldar Insafutdinov">Eldar Insafutdinov</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/jiaxi-jiang" title="Jiaxi Jiang">Jiaxi Jiang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/li-jiang" title="Li Jiang">Li Jiang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/qiuhong-ke" title="Qiuhong Ke">Qiuhong Ke</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/nicky-kern" title="Nicky Kern">Nicky Kern</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/anna-khoreva" title="Anna Khoreva">Anna Khoreva</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/hannes-kruppa" title="Hannes Kruppa">Hannes Kruppa</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/jan-hendrik-lange" title="Jan-Hendrik Lange">Jan-Hendrik Lange</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/maksim-lapin" title="Maksim Lapin">Maksim Lapin</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/diane-larlus" title="Diane Larlus">Diane Larlus</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/bastian-leibe" title="Bastian Leibe">Bastian Leibe</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/evgeny-levinkov" title="Evgeny Levinkov">Evgeny Levinkov</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/wenbin-li" title="Wenbin Li">Wenbin Li</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/yaoyao-liu" title="Yaoyao Liu">Yaoyao Liu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/jovita-lukasik" title="Jovita Lukasik">Jovita Lukasik</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/nikodem-majer" title="Nikodem Majer">Nikodem Majer</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/mateusz-malinowski" title="Mateusz Malinowski">Mateusz Malinowski</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/florian-michahelles" title="Florian Michahelles">Florian Michahelles</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/krystian-mikolajczyk" title="Krystian Mikolajczyk">Krystian Mikolajczyk</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/aymen-mir" title="Aymen Mir">Aymen Mir</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/philipp-mueller" title="Philipp M眉ller">Philipp M眉ller</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/seong-joon-oh" title="Seong Joon Oh">Seong Joon Oh</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/mohamed-omran" title="Mohamed Omran">Mohamed Omran</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/tribhuvanesh-orekondy" title="Tribhuvanesh Orekondy">Tribhuvanesh Orekondy</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/bojan-pepik" title="Bojan Pepik">Bojan Pepik</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/leonid-pishchulin" title="Leonid Pishchulin">Leonid Pishchulin</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/andrea-ramazzina" title="Andrea Ramazzina">Andrea Ramazzina</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/farzaneh-rezaeianaran" title="Farzaneh Rezaeianaran">Farzaneh Rezaeianaran</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/anna-rohrbach" title="Anna Rohrbach">Anna Rohrbach</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/marcus-rohrbach" title="Marcus Rohrbach">Marcus Rohrbach</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/hosnieh-sattar" title="Hosnieh Sattar">Hosnieh Sattar</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/dominik-scheuble" title="Dominik Scheuble">Dominik Scheuble</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/paul-schnitzpan" title="Paul Schnitzpan">Paul Schnitzpan</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/edgar-seemann" title="Edgar Seemann">Edgar Seemann</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/gaurav-sharma" title="Gaurav Sharma">Gaurav Sharma</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/saurabh-sharma" title="Saurabh Sharma">Saurabh Sharma</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/rakshith-shetty" title="Rakshith Shetty">Rakshith Shetty</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/shaoshuai-shi" title="Shaoshuai Shi">Shaoshuai Shi</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/martin-simonovsky" title="Martin 艩imonovsk媒">Martin 艩imonovsk媒</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/martin-spengler" title="Martin Spengler">Martin Spengler</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/michael-stark" title="Michael Stark">Michael Stark</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/julian-steil" title="Julian Steil">Julian Steil</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/ulrich-steinhoff" title="Ulrich Steinhoff">Ulrich Steinhoff</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/maja-stikic" title="Maja Stikic">Maja Stikic</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/david-stutz" title="David Stutz">David Stutz</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/yusuke-sugano" title="Yusuke Sugano">Yusuke Sugano</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/qianru-sun" title="Qianru Sun">Qianru Sun</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/siyu-tang" title="Siyu Tang">Siyu Tang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/elena-tretyak" title="Elena Tretyak">Elena Tretyak</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/kristof-van-laerhoven" title="Kristof Van Laerhoven">Kristof Van Laerhoven</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/julia-vogel" title="Julia Vogel">Julia Vogel</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/stefan-walk" title="Stefan Walk">Stefan Walk</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/stefanie-walz" title="Stefanie Walz">Stefanie Walz</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/haiyang-wang" title="Haiyang Wang">Haiyang Wang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/christian-wojek" title="Christian Wojek">Christian Wojek</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/yongqin-xian" title="Yongqin Xian">Yongqin Xian</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/wenjia-xu" title="Wenjia Xu">Wenjia Xu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/ning-yu" title="Ning Yu">Ning Yu</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/shanshan-zhang" title="Shanshan Zhang">Shanshan Zhang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/xucong-zhang" title="Xucong Zhang">Xucong Zhang</a></li><li><a href="/departments/computer-vision-and-machine-learning/people/alumni-and-former-members/andreas-zinnen" title="Andreas Zinnen">Andreas Zinnen</a></li></ul></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research" title="Research">Research</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking" title="People Detection, Pose Estimation and Tracking">People Detection, Pose Estimation and Tracking</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/how-far-are-we-from-solving-pedestrian-detection" title="How Far are We from Solving Pedestrian Detection?">How Far are We from Solving Pedestrian Detection?</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/person-recognition-in-personal-photo-collections" title="Person Recognition in Personal Photo Collections">Person Recognition in Personal Photo Collections</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/taking-a-deeper-look-at-pedestrians" title="Taking a Deeper Look at Pedestrians">Taking a Deeper Look at Pedestrians</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/poselet-conditioned-pictorial-structures" title="Poselet Conditioned Pictorial Structures">Poselet Conditioned Pictorial Structures</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/articulated-people-detection-and-pose-estimation" title="Articulated People Detection and Pose Estimation">Articulated People Detection and Pose Estimation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/leveraging-3d-body-model-for-training-data-generation" title="Leveraging 3D Body Model for Training Data Generation">Leveraging 3D Body Model for Training Data Generation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/multi-view-pictorial-structures-for-3d-human-pose-estimation" title="Multi-view Pictorial Structures for 3D Human Pose Estimation">Multi-view Pictorial Structures for 3D Human Pose Estimation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/learning-people-detectors-for-tracking-in-crowded-scenes" title="Learning People Detectors for Tracking in Crowded Scenes">Learning People Detectors for Tracking in Crowded Scenes</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/people-detection-and-tracking" title="People Detection and Tracking">People Detection and Tracking</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/multi-cue-onboard-pedestrian-detection" title="Multi-Cue Onboard Pedestrian Detection">Multi-Cue Onboard Pedestrian Detection</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/pictorial-structures-revisited-people-dectection-and-articulated-pose-estimation" title="Pictorial Structures Revisited: People Dectection and Articulated Pose Estimation">Pictorial Structures Revisited: People Dectection and Articulated Pose Estimation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/monocular-3d-pose-estimation-and-tracking-by-detection" title="Monocular 3D Pose Estimation and Tracking by Detection">Monocular 3D Pose Estimation and Tracking by Detection</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/people-tracking-by-detection-and-people-detection-by-tracking" title="People-Tracking-by-Detection and People-Detection-by-Tracking">People-Tracking-by-Detection and People-Detection-by-Tracking</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/people-detection-pose-estimation-and-tracking/multiple-people-tracking-with-lifted-multicut-and-person-re-identification" title="Multiple People Tracking with Lifted Multicut and Person Re-identification">Multiple People Tracking with Lifted Multicut and Person Re-identification</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/visual-privacy" title="Visual Privacy">Visual Privacy</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/visual-privacy/privaceye-privacy-preserving-head-mounted-eye-tracking-using-egocentric-scene-image-and-eye-movement-features" title="PrivacEye: Privacy-Preserving Head-Mounted Eye Tracking Using Egocentric Scene Image and Eye Movement Features">PrivacEye: Privacy-Preserving Head-Mounted Eye Tracking Using Egocentric Scene Image and Eye Movement Features</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/visual-privacy/privacy-aware-eye-tracking-using-differential-privacy" title="Privacy-Aware Eye Tracking Using Differential Privacy">Privacy-Aware Eye Tracking Using Differential Privacy</a></li><li><a href="https://tribhuvanesh.github.io/vpa/" title="Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images">Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/adversarial-robustness" title="Adversarial Robustness">Adversarial Robustness</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning" title="Zero-Shot Learning">Zero-Shot Learning</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/f-vaegan-d2-a-feature-generating-framework-for-any-shot-learning" title="f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning">f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/semantic-projection-network-for-zero-and-few-label-semantic-segmentation" title="Semantic Projection Network for Zero- and Few-Label Semantic Segmentation">Semantic Projection Network for Zero- and Few-Label Semantic Segmentation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/gaze-embeddings-for-zero-shot-image-classification" title="Gaze Embeddings for Zero-Shot Image Classification">Gaze Embeddings for Zero-Shot Image Classification</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/feature-generating-networks-for-zero-shot-learning" title="Feature Generating Networks for Zero-Shot Learning">Feature Generating Networks for Zero-Shot Learning</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/evaluation-of-output-embeddings-for-fine-grained-image-classification" title="Evaluation of Output Embeddings for Fine-Grained Image Classification">Evaluation of Output Embeddings for Fine-Grained Image Classification</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/learning-deep-representations-of-fine-grained-visual-descriptions" title="Learning Deep Representations of Fine-Grained Visual Descriptions">Learning Deep Representations of Fine-Grained Visual Descriptions</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/multi-cue-zero-shot-learning-with-strong-supervision" title="Multi-Cue Zero-Shot Learning with Strong Supervision">Multi-Cue Zero-Shot Learning with Strong Supervision</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/latent-embeddings-for-zero-shot-classification" title="Latent Embeddings for Zero-shot Classification">Latent Embeddings for Zero-shot Classification</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/zero-shot-learning/zero-shot-learning-the-good-the-bad-and-the-ugly" title="Zero-Shot Learning - The Good, the Bad and the Ugly">Zero-Shot Learning - The Good, the Bad and the Ugly</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/generative-models" title="Generative Models">Generative Models</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/generative-models/generating-visual-explanations" title="Generating Visual Explanations">Generating Visual Explanations</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/generative-models/generative-adversarial-text-to-image-synthesis" title="Generative Adversarial Text to Image Synthesis">Generative Adversarial Text to Image Synthesis</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/generative-models/learning-what-and-where-to-draw" title="Learning What and Where to Draw">Learning What and Where to Draw</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language" title="Vision and Language">Vision and Language</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/grounded-and-co-referenced-characters" title="Grounded and Co-Referenced Characters">Grounded and Co-Referenced Characters</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/diverse-captions-with-adversarial-training" title="Diverse Captions with Adversarial Training">Diverse Captions with Adversarial Training</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/xplore-m-ego-contextual-media-retrieval-using-natural-language-queries" title="Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries">Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/visual-turing-challenge" title="Visual Turing Challenge">Visual Turing Challenge</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/learning-spatial-relations" title="Learning Spatial Relations">Learning Spatial Relations</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/tacos-multi-level-corpus" title="TACoS Multi-Level Corpus">TACoS Multi-Level Corpus</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/mpii-movie-description-dataset" title="MPII Movie Description dataset">MPII Movie Description dataset</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/vision-and-language/mpii-movie-description-dataset/request-access-to-mpii-movie-description-dataset" title="Request access to MPII Movie Description dataset">Request access to MPII Movie Description dataset</a></li></ul></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition" title="Human Activity Recognition">Human Activity Recognition</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/social-relation-recognition" title="Social Relation Recognition">Social Relation Recognition</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/discovery-of-everyday-human-activities-from-long-term-visual-behaviour-using-topic-models" title="Discovery of Everyday Human Activities From Long-term Visual Behaviour Using Topic Models">Discovery of Everyday Human Activities From Long-term Visual Behaviour Using Topic Models</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/mpii-cooking-2-dataset" title="MPII Cooking 2 Dataset">MPII Cooking 2 Dataset</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/mpii-cooking-activities-dataset" title="MPII Cooking Activities Dataset">MPII Cooking Activities Dataset</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/mpii-cooking-composite-activities" title="MPII Cooking Composite Activities">MPII Cooking Composite Activities</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/mpiiemo-dataset" title="MPIIEmo Dataset">MPIIEmo Dataset</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/activity-spotting-composite-activities" title="Activity Spotting & Composite Activities">Activity Spotting & Composite Activities</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-activity-recognition/recognition-of-ongoing-complex-activities-by-sequence-prediction-over-a-hierarchical-label-space" title="Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space">Recognition of Ongoing Complex Activities by Sequence Prediction over a Hierarchical Label Space</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/knowledge-transfer-and-semi-supervised-learning" title="Knowledge Transfer and Semi-supervised Learning">Knowledge Transfer and Semi-supervised Learning</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/knowledge-transfer-and-semi-supervised-learning/large-scale-knowledge-transfer" title="Large-Scale Knowledge Transfer">Large-Scale Knowledge Transfer</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/knowledge-transfer-and-semi-supervised-learning/semantic-relatedness-for-knowledge-transfer" title="Semantic Relatedness for Knowledge Transfer">Semantic Relatedness for Knowledge Transfer</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/knowledge-transfer-and-semi-supervised-learning/semi-supervised-learning-in-image-collections" title="Semi-supervised Learning in Image Collections">Semi-supervised Learning in Image Collections</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/weakly-supervised-learning" title="Weakly Supervised Learning">Weakly Supervised Learning</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/weakly-supervised-learning/weakly-supervised-object-boundaries" title="Weakly Supervised Object Boundaries">Weakly Supervised Object Boundaries</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/weakly-supervised-learning/simple-does-it-weakly-supervised-instance-and-semantic-segmentation" title="Simple does it: Weakly Supervised Instance and Semantic Segmentation">Simple does it: Weakly Supervised Instance and Semantic Segmentation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/weakly-supervised-learning/learning-video-object-segmentation-from-static-images" title="Learning Video Object Segmentation from Static Images">Learning Video Object Segmentation from Static Images</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/weakly-supervised-learning/lucid-data-dreaming-for-object-tracking" title="Lucid Data Dreaming for Object Tracking">Lucid Data Dreaming for Object Tracking</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/image-segmentation" title="Image Segmentation">Image Segmentation</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/image-segmentation/moral-lineage-tracing" title="Moral Lineage Tracing">Moral Lineage Tracing</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/image-segmentation/efficient-decomposition-of-image-and-mesh-graphs-by-lifted-multicuts" title="Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts">Efficient Decomposition of Image and Mesh Graphs by Lifted Multicuts</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/image-segmentation/joint-object-and-scene-segmentation-with-dynamic-crfs" title="Joint object and scene segmentation with dynamic CRFs">Joint object and scene segmentation with dynamic CRFs</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/image-segmentation/sequential-bayesian-model-update-under-structured-scene-prior" title="Sequential Bayesian Model Update under Structured Scene Prior">Sequential Bayesian Model Update under Structured Scene Prior</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation" title="Video Segmentation">Video Segmentation</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/vsb100-a-unified-video-segmentation-benchmark" title="VSB100: A Unified Video Segmentation Benchmark">VSB100: A Unified Video Segmentation Benchmark</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/video-segmentation-with-superpixels" title="Video Segmentation with Superpixels">Video Segmentation with Superpixels</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/learning-must-link-constraints-for-video-segmentation" title="Learning Must-Link Constraints for Video Segmentation">Learning Must-Link Constraints for Video Segmentation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/spectral-graph-reduction" title="Spectral graph reduction">Spectral graph reduction</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/classifier-based-graph-construction-for-video-segmentation" title="Classifier Based Graph Construction for Video Segmentation">Classifier Based Graph Construction for Video Segmentation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/improved-image-boundaries-for-better-video-segmentation" title="Improved Image Boundaries for Better Video Segmentation">Improved Image Boundaries for Better Video Segmentation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/multi-class-video-co-segmentation" title="Multi-Class Video Co-Segmentation">Multi-Class Video Co-Segmentation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/rgbd-semantic-segmentation-using-spatio-temporal-data-driven-pooling" title="RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling">RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/learning-video-object-segmentation-from-static-images" title="Learning Video Object Segmentation from Static Images">Learning Video Object Segmentation from Static Images</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/lucid-data-dreaming-for-object-tracking" title="Lucid Data Dreaming for Object Tracking">Lucid Data Dreaming for Object Tracking</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/video-segmentation/video-object-segmentation-with-language-referring-expressions" title="Video Object Segmentation with Language Referring Expressions">Video Object Segmentation with Language Referring Expressions</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding" title="Object Recognition and Scene Understanding">Object Recognition and Scene Understanding</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/learning-nms" title="Learning Non-Maximum Suppression">Learning Non-Maximum Suppression</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/loss-functions-for-top-k-error" title="Loss Functions for Top-k Error">Loss Functions for Top-k Error</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/top-k-multiclass-svm" title="Top-k Multiclass SVM">Top-k Multiclass SVM</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/output-kernel-learning" title="Output Kernel Learning">Output Kernel Learning</a></li><li><a href="http://www.cityscapes-dataset.net" target="www.cityscapes-dataset.net" title="Cityscapes Dataset">Cityscapes Dataset</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/how-good-are-detection-proposals-really" title="What makes for effective detection proposals?">What makes for effective detection proposals?</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/object-disambiguation-for-augmented-reality-applications" title="Object Disambiguation for Augmented Reality Applications">Object Disambiguation for Augmented Reality Applications</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/diffhog" title="Differentiating HOG">Differentiating HOG</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/cross-modal-stereo-by-using-kinect" title="Cross-Modal Stereo by Using Kinect">Cross-Modal Stereo by Using Kinect</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/scalable-multitask-representation-learning-for-scene-classification" title="Scalable Multitask Representation Learning for Scene Classification">Scalable Multitask Representation Learning for Scene Classification</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/learning-using-privileged-information-svm-and-weighted-svm" title="Learning Using Privileged Information: SVM+ and Weighted SVM">Learning Using Privileged Information: SVM+ and Weighted SVM</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/learning-smooth-pooling-regions-for-visual-recognition" title="Learning Smooth Pooling Regions for Visual Recognition">Learning Smooth Pooling Regions for Visual Recognition</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/recognizing-materials-from-virtual-examples" title="Recognizing Materials from Virtual Examples">Recognizing Materials from Virtual Examples</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/mpii-multi-kinect-dataset" title="MPII Multi-Kinect Dataset">MPII Multi-Kinect Dataset</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/teaching-3d-geometry-to-deformable-part-models" title="Teaching 3D Geometry to Deformable Part Models">Teaching 3D Geometry to Deformable Part Models</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/image-warping-for-face-recognition" title="Image Warping For Face Recognition">Image Warping For Face Recognition</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/addressing-scalability-in-object-recognition" title="Addressing scalability in object recognition">Addressing scalability in object recognition</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/object-recognition-and-scene-understanding/monocular-scene-understanding-from-moving-platforms" title="Monocular Scene Understanding from Moving Platforms">Monocular Scene Understanding from Moving Platforms</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction" title="Gaze-Based Human-Computer Interaction">Gaze-Based Human-Computer Interaction</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/forecasting-user-attention-during-everyday-mobile-interactions-using-device-integrated-and-wearable-sensors" title="Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors">Forecasting User Attention During Everyday Mobile Interactions Using Device-Integrated and Wearable Sensors</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/fixation-detection-for-head-mounted-eye-tracking-based-on-visual-similarity-of-gaze-targets" title="Fixation Detection for Head-Mounted Eye Tracking Based on Visual Similarity of Gaze Targets">Fixation Detection for Head-Mounted Eye Tracking Based on Visual Similarity of Gaze Targets</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/invisibleeye-mobile-eye-tracking-using-multiple-low-resolution-cameras-and-learning-based-gaze-estimation" title="InvisibleEye: Mobile Eye Tracking Using Multiple Low-Resolution Cameras and Learning-Based Gaze Estimation">InvisibleEye: Mobile Eye Tracking Using Multiple Low-Resolution Cameras and Learning-Based Gaze Estimation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/towards-high-frequency-ssvep-based-target-discrimination-with-an-extended-alphanumeric-keyboard" title="Towards High-Frequency SSVEP-Based Target Discrimination with an Extended Alphanumeric Keyboard">Towards High-Frequency SSVEP-Based Target Discrimination with an Extended Alphanumeric Keyboard</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/deep-gaze-pooling-inferring-and-reconstructing-search-intent-from-human-fixations" title="Deep Gaze Pooling: Inferring and Reconstructing Search Intent From Human Fixations">Deep Gaze Pooling: Inferring and Reconstructing Search Intent From Human Fixations</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/3d-gaze-estimation-from-2d-pupil-positions-on-monocular-head-mounted-eye-trackers" title="3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers">3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/prediction-of-search-targets-from-fixations-in-open-world-settings" title="Prediction of Search Targets From Fixations in Open-World Settings">Prediction of Search Targets From Fixations in Open-World Settings</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/appearance-based-gaze-estimation-in-the-wild" title="Appearance-Based Gaze Estimation in the Wild">Appearance-Based Gaze Estimation in the Wild</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/revisiting-data-normalization-for-appearance-based-gaze-estimation" title="Revisiting Data Normalization for Appearance-Based Gaze Estimation">Revisiting Data Normalization for Appearance-Based Gaze Estimation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/its-written-all-over-your-face-full-face-appearance-based-gaze-estimation" title="It鈥檚 Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation">It鈥檚 Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/gaze-based-human-computer-interaction/labelled-pupils-in-the-wild-lpw" title="Labelled Pupils in the Wild (LPW)">Labelled Pupils in the Wild (LPW)</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/3d-reconstruction-and-perception-of-people" title="3D Reconstruction and Perception of People">3D Reconstruction and Perception of People</a><ul><li><a href="/departments/computer-vision-and-machine-learning/research/3d-reconstruction-and-perception-of-people/human-pose-and-shape-estimation-from-images-and-video" title="Human Pose and Shape Estimation from Images and Video">Human Pose and Shape Estimation from Images and Video</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/3d-reconstruction-and-perception-of-people/clothing-estimating-3d-humans-in-clothing-from-images-and-videos" title="Clothing: Estimating 3D Humans in Clothing from Images and Videos.">Clothing: Estimating 3D Humans in Clothing from Images and Videos.</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/3d-reconstruction-and-perception-of-people/non-rigid-tracking-from-depth-and-video" title="Non-rigid Tracking from Depth and Video">Non-rigid Tracking from Depth and Video</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/research/generative-models-of-3d-people" title="Generative Models of 3D People">Generative Models of 3D People</a></li><li><a href="/departments/computer-vision-and-machine-learning/research/human-pose-estimation-from-video-and-imu" title="Human Pose Estimation from Video and IMU">Human Pose Estimation from Video and IMU</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/application" title="Application">Application</a><ul><li><a href="/departments/computer-vision-and-machine-learning/application/postdoc-applications" title="Postdoc Applications">Postdoc Applications</a></li><li><a href="/departments/computer-vision-and-machine-learning/application/phd-applications" title="PhD Applications">PhD Applications</a></li><li><a href="/departments/computer-vision-and-machine-learning/application/bachelor-and-master-theses" title="Bachelor and Master theses">Bachelor and Master theses</a></li><li><a href="/departments/computer-vision-and-machine-learning/application/hiwi-/-student-assistants" title="HiWi / student assistants">HiWi / student assistants</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/teaching-1" title="Teaching at Saarland University (UdS)">Teaching at Saarland University (UdS)</a><ul><li><a href="/departments/computer-vision-and-machine-learning/teaching/courses-1" title="Courses">Courses</a><ul><li><a href="/departments/computer-vision-and-machine-learning/teaching/courses-1/ss-2025-high-level-computer-vision" title="SS 2025 High-Level Computer Vision">SS 2025 High-Level Computer Vision</a></li><li><a href="/departments/computer-vision-and-machine-learning/teaching/courses-1/explainable-machine-learning-exml-seminar" title="SS 2024 Explainable Machine Learning (ExML) Seminar">SS 2024 Explainable Machine Learning (ExML) Seminar</a></li><li><a href="/departments/computer-vision-and-machine-learning/teaching/courses-1/ws-2024/2025-jan-seminar" title="SS 2025 Generative Models in Computer Vision (GMCV) Seminar">SS 2025 Generative Models in Computer Vision (GMCV) Seminar</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/teaching/theses-1" title="Theses">Theses</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/publications" title="Publications">Publications</a><ul><li><a href="/departments/computer-vision-and-machine-learning/publications/current-year" title="Current Year">Current Year</a></li><li><a href="/departments/computer-vision-and-machine-learning/publications/last-year" title="Last Year">Last Year</a></li><li><a href="/departments/computer-vision-and-machine-learning/publications/the-year-before-last" title="The Year Before Last">The Year Before Last</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets" title="Software and Datasets">Software and Datasets</a><ul><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/humanshape" title="humanshape">humanshape</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-models" title="MPII Human Pose Models">MPII Human Pose Models</a><ul><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-models/mpii-human-pose-models" title="deepcut">deepcut</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-models/code" title="code">code</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-models/related" title="related">related</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-models/references" title="References">References</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-models/contact" title="contact">contact</a></li></ul></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset" title="MPII Human Pose Dataset">MPII Human Pose Dataset</a><ul><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/browse" title="Browse">Browse</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/download" title="Download">Download</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/evalution" title="Evalution">Evalution</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/results" title="Results">Results</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/related-benchmarks" title="Related Benchmarks">Related Benchmarks</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/references" title="References">References</a></li><li><a href="/departments/computer-vision-and-machine-learning/software-and-datasets/mpii-human-pose-dataset/contact" title="Contact">Contact</a></li></ul></li></ul></li><li><a href="http://wiki.mpi-inf.mpg.de/d2/" title="D2 Wiki">D2 Wiki</a></li></ul></li><li><a href="/departments/inet" title="Internet Architecture">Internet Architecture</a><ul><li><a href="/departments/inet/people" title="People">People</a><ul><li><a href="/departments/inet/people/anja-feldmann" title="Anja Feldmann">Anja Feldmann</a><ul><li><a href="/departments/inet/people/anja-feldmann/anja-feldmann-cv" title="Anja Feldmann CV">Anja Feldmann CV</a></li></ul></li><li><a href="/departments/inet/people/ali-rasaii" title="Ali Rasaii">Ali Rasaii</a></li><li><a href="/departments/inet/people/cristian-munteanu" title="Cristian Munteanu">Cristian Munteanu</a></li><li><a href="/departments/inet/people/danesh-zeynali" title="Danesh Zeynali">Danesh Zeynali</a></li><li><a href="/departments/inet/people/emilia-ndilokelwa-weyulu" title="Emilia Ndilokelwa Weyulu">Emilia Ndilokelwa Weyulu</a></li><li><a href="/departments/inet/people/fahad-hilal" title="Fahad Hilal">Fahad Hilal</a></li><li><a href="/departments/inet/people/fariba-osali" title="Fariba Osali">Fariba Osali</a></li><li><a href="/departments/inet/people/florian-steurer" title="Florian Steurer">Florian Steurer</a></li><li><a href="/departments/inet/people/friedemann-lipphardt" title="Friedemann Lipphardt">Friedemann Lipphardt</a></li><li><a href="/departments/inet/people/ha-dao-thi-thu" title="Ha Dao Thi Thu">Ha Dao Thi Thu</a></li><li><a href="/departments/inet/people/iman-alipour" title="Iman Alipour">Iman Alipour</a></li><li><a href="/departments/inet/people/iris-wagner" title="Iris Wagner">Iris Wagner</a></li><li><a href="/departments/inet/people/johannes-zirngibl" title="Johannes Zirngibl">Johannes Zirngibl</a></li><li><a href="/departments/inet/people/joerg-dorchain" title="J枚rg Dorchain">J枚rg Dorchain</a></li><li><a href="/departments/inet/people/mannat-kaur" title="Mannat Kaur">Mannat Kaur</a></li><li><a href="/departments/inet/people/mahsa-ghaderan" title="Mahsa Ghaderan">Mahsa Ghaderan</a></li><li><a href="/departments/inet/people/moonis-ali" title="Moonis Ali">Moonis Ali</a></li><li><a href="/departments/inet/people/pascal-hennen" title="Pascal Hennen">Pascal Hennen</a></li><li><a href="/departments/inet/people/qi-guo" title="Qi Guo">Qi Guo</a></li><li><a href="/departments/inet/people/rainer-may" title="Rainer May">Rainer May</a></li><li><a href="/departments/inet/people/sadia-nourin" title="Sadia Nourin">Sadia Nourin</a></li><li><a href="/sebastian-kappes" title="Sebastian Kappes">Sebastian Kappes</a></li><li><a href="/departments/inet/people/seifeddine-fathalli" title="Seifeddine Fathalli">Seifeddine Fathalli</a></li><li><a href="/departments/inet/people/simran-munot" title="Simran Munot">Simran Munot</a></li><li><a href="/departments/inet/people/sina-rostami" title="Sina Rostami">Sina Rostami</a></li><li><a href="/departments/inet/people/taha-albakour" title="Taha Albakour">Taha Albakour</a></li><li><a href="/tiago-heinrich" title="Tiago Heinrich">Tiago Heinrich</a></li><li><a href="/departments/inet/people/tobias-fiebig" title="Tobias Fiebig">Tobias Fiebig</a></li><li><a href="/departments/inet/people/vaishnavi-raghavajosyula" title="Vaishnavi Raghavajosyula">Vaishnavi Raghavajosyula</a></li><li><a href="/departments/inet/people/zubair-sediqi" title="Zubair Sediqi">Zubair Sediqi</a></li></ul></li><li><a href="/departments/inet/research" title="Research">Research</a><ul><li><a href="/departments/inet/research/analysis-of-the-covid-19-pandemic" title="Analysis of the Covid-19 pandemic">Analysis of the Covid-19 pandemic</a></li><li><a href="/departments/inet/benchmarking-congestion-control-algorithms" title="Benchmarking congestion-control algorithms">Benchmarking congestion-control algorithms</a></li><li><a href="/departments/inet/research/care-people-gender-culture" title="Care, People, Gender, Culture">Care, People, Gender, Culture</a></li><li><a href="/departments/inet/research/digital-infrastructure" title="Digital Infrastructure">Digital Infrastructure</a></li><li><a href="/departments/inet/emerging-platforms/communities-on-the-web" title="Emerging Platforms and Communities on the Web">Emerging Platforms and Communities on the Web</a></li><li><a href="/departments/inet/our-projects/flow-queries" title="Flow queries">Flow queries</a></li><li><a href="/departments/inet/research/future-proof-the-internet" title="Future-proof the Internet">Future-proof the Internet</a></li><li><a href="/departments/inet/research/internet-security" title="Internet Security">Internet Security</a></li><li><a href="/departments/inet/online-content-moderation" title="Online content moderation">Online content moderation</a></li><li><a href="/departments/inet/online-hate-speech" title="Online hate speech & conspiracy theories">Online hate speech & conspiracy theories</a></li><li><a href="/departments/inet/ip4-address-market-as-path-prepending" title="Routing & Network Management">Routing & Network Management</a></li><li><a href="/departments/inet/weaponized-information" title="Understanding, Detecting, and Mitigating Weaponized Information">Understanding, Detecting, and Mitigating Weaponized Information</a></li><li><a href="/departments/inet/research/port-0" title="Port 0">Port 0</a></li><li><a href="/departments/inet/research/verification-of-programmable-networks" title="Veri铿乧ation of Programmable Networks">Veri铿乧ation of Programmable Networks</a></li><li><a href="/departments/inet/research/video-streaming" title="Video streaming">Video streaming</a></li><li><a href="/departments/inet/research/vpn" title="VPN">VPN</a></li></ul></li><li><a href="/departments/inet/software" title="Software">Software</a><ul><li><a href="/departments/inet/software/coco-beholder" title="CoCo-Beholder">CoCo-Beholder</a></li></ul></li><li><a href="/departments/inet/teaching" title="Teaching">Teaching</a><ul><li><a href="/departments/inet/teaching/data-networks-lecture-summer-2025" title="Data Networks - Summer 2025">Data Networks - Summer 2025</a></li><li><a href="/departments/inet/teaching/data-networks-lecture-summer-2024" title="Data Networks - Summer 2024">Data Networks - Summer 2024</a></li><li><a href="/departments/inet/teaching/data-networks-lecture-summer-2023" title="Data Networks - Summer 2023">Data Networks - Summer 2023</a></li><li><a href="/departments/inet/teaching/data-networks-lecture-summer-2022" title="Data Networks - Summer 2022">Data Networks - Summer 2022</a></li><li><a href="/departments/inet/teaching/data-networks-lecture-summer-2021" title="Data Networks - Summer 2021">Data Networks - Summer 2021</a></li><li><a href="/departments/inet/teaching/data-networks-lecture-summer-2020" title="Data Networks - Summer 2020">Data Networks - Summer 2020</a></li><li><a href="/departments/inet/teaching/data-networks-lecture-ws-20182019" title="Data Networks - Winter 2019">Data Networks - Winter 2019</a></li><li><a href="/departments/inet/teaching/seminar-2024-2025" title="Hot Topics in Data Networks - Winter 2025">Hot Topics in Data Networks - Winter 2025</a></li><li><a href="/departments/inet/teaching/seminar-2023-2024" title="Hot Topics in Data Networks - Winter 2024">Hot Topics in Data Networks - Winter 2024</a></li><li><a href="/departments/inet/teaching/seminar-2021-1" title="Hot Topics in Data Networks - Winter 2023">Hot Topics in Data Networks - Winter 2023</a></li><li><a href="/departments/inet/teaching/seminar-2021" title="Hot Topics in Data Networks - Winter 2022">Hot Topics in Data Networks - Winter 2022</a></li><li><a href="/departments/inet/teaching/seminar-2020" title="Hot Topics in Data Networks - Winter 2021">Hot Topics in Data Networks - Winter 2021</a></li><li><a href="/departments/inet/teaching/router-lab" title="Router Lab - Winter 2025">Router Lab - Winter 2025</a></li><li><a href="/departments/inet/teaching/block-seminar-network-engineering" title="On the Practice of System and Network Engineering - Winter 2024">On the Practice of System and Network Engineering - Winter 2024</a></li><li><a href="/departments/inet/teaching/student-projects" title="Student projects / Bachelor or Master Thesis Projects">Student projects / Bachelor or Master Thesis Projects</a></li></ul></li><li><a href="/departments/inet/offers" title="Offers">Offers</a><ul><li><a href="/departments/inet/offers/living-in-saarbruecken" title="Living in Saarbr眉cken">Living in Saarbr眉cken</a></li></ul></li><li><a href="/departments/inet/publications" title="Publications">Publications</a></li><li><a href="/departments/inet/inet-group-wiki" title="INET Group Wiki">INET Group Wiki</a></li></ul></li><li><a href="/departments/computer-graphics" title="Computer Graphics">Computer Graphics</a><ul><li><a href="/departments/computer-graphics/people" title="People">People</a></li><li><a href="/departments/computer-graphics/cg-seminar-and-lunch-talks" title="D4/D6 Joint Talk Series "CG-Lunch"">D4/D6 Joint Talk Series "CG-Lunch"</a></li><li><a href="/departments/computer-graphics/research" title="Research">Research</a><ul><li><a href="/departments/computer-graphics/research/hdr-imaging-perception-and-advanced-displays" title="HDR Imaging, Perception, and Advanced Displays">HDR Imaging, Perception, and Advanced Displays</a></li><li><a href="https://sensint.mpi-inf.mpg.de/" title="Sensorimotor Interaction">Sensorimotor Interaction</a></li><li><a href="/departments/computer-graphics/research/artificial-intelligence-aided-design-and-manufacturing" title="Artificial Intelligence aided Design and Manufacturing">Artificial Intelligence aided Design and Manufacturing</a></li><li><a href="/departments/computer-graphics/research/sampling-and-rendering" title="Sampling and Rendering">Sampling and Rendering</a></li><li><a href="/departments/computer-graphics/research/high-performance-digital-geometry-processing" title="High Performance Digital Geometry Processing">High Performance Digital Geometry Processing</a></li><li><a href="/departments/computer-graphics/research/image-synthesis-and-machine-learning" title="Image Synthesis and Machine Learning">Image Synthesis and Machine Learning</a></li></ul></li><li><a href="/departments/computer-graphics/offers" title="Offers">Offers</a></li><li><a href="/departments/computer-graphics/teaching" title="Teaching">Teaching</a></li><li><a href="/departments/computer-graphics/publications" title="Publications">Publications</a><ul><li><a href="/departments/computer-graphics/publications/current-year" title="Current Year">Current Year</a></li><li><a href="/departments/computer-graphics/publications/last-year" title="Last Year">Last Year</a></li><li><a href="/departments/computer-graphics/publications/the-year-before-last" title="The Year Before Last">The Year Before Last</a></li><li><a href="/departments/computer-graphics/publications/research-reports" title="Research Reports">Research Reports</a></li></ul></li><li><a href="/departments/computer-graphics/useful-links" title="Useful Links">Useful Links</a></li><li><a href="/departments/computer-graphics/d4-intranet" title="D4 Intranet">D4 Intranet</a></li></ul></li><li><a href="/departments/databases-and-information-systems" title="Databases and Information Systems">Databases and Information Systems</a><ul><li><a href="/departments/databases-and-information-systems/people" title="People">People</a><ul><li><a href="/departments/databases-and-information-systems/people/former-members-and-guests" title="Former Members and Guests">Former Members and Guests</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research" title="Research">Research</a><ul><li><a href="/commonsense" title="Commonsense Knowledge">Commonsense Knowledge</a><ul><li><a href="/commonsense/mango" title="Mango">Mango</a></li><li><a href="/candle" title="Candle">Candle</a></li><li><a href="/uncommonsense" title="Uncommonsense">Uncommonsense</a></li><li><a href="/ascentpp" title="Ascent++">Ascent++</a></li><li><a href="/ascent" title="Ascent">Ascent</a></li><li><a href="/children-texts-for-commonsense" title="Children's texts for commonsense knowledge extraction">Children's texts for commonsense knowledge extraction</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/commonsense/dice-1" title="Dice">Dice</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/commonsense/quasimodo" title="Quasimodo">Quasimodo</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/commonsense/webchild" title="WebChild">WebChild</a></li><li><a href="/yago-naga/webchild/howtokb-1" title="HowToKB">HowToKB</a></li><li><a href="/commonsense-tutorial-wsdm-2021" title="Information to Wisdom: Commonsense Knowledge Extraction and Compilation">Information to Wisdom: Commonsense Knowledge Extraction and Compilation</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research/question-answering" title="Question Answering">Question Answering</a></li><li><a href="/departments/databases-and-information-systems/research/personal-knowledge" title="Personal Knowledge">Personal Knowledge</a><ul><li><a href="/departments/databases-and-information-systems/research/pkb" title="Personal Knowledge Extraction">Personal Knowledge Extraction</a></li><li><a href="/departments/databases-and-information-systems/research/personalized-search-and-recommendation" title="Personalized Search and Recommendation">Personalized Search and Recommendation</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research/neural-ir" title="Neural Information Retrieval">Neural Information Retrieval</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga" title="YAGO-NAGA">YAGO-NAGA</a><ul><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/aida" title="AIDA">AIDA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/amie" title="AMIE">AMIE</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/angie" title="ANGIE">ANGIE</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/briq" title="BriQ">BriQ</a></li><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/clausie" title="ClausIE">ClausIE</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/deanna" title="DEANNA">DEANNA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/dianed" title="diaNED">diaNED</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/equity" title="Equity">Equity</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/espresso" title="Espresso">Espresso</a></li><li><a href="/yago-naga/fiction-fantasy" title="Fiction and Fantasy">Fiction and Fantasy</a><ul><li><a href="/yago-naga/fifa/tifi" title="TIFI">TIFI</a></li><li><a href="/yago-naga/entyfi" title="ENTYFI">ENTYFI</a></li><li><a href="/yago-naga/knowfi" title="KnowFi">KnowFi</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/evin" title="EVIN">EVIN</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/higgins" title="HIGGINS">HIGGINS</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/hyena" title="HYENA">HYENA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/ibex" title="IBEX">IBEX</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/javatools" title="Javatools">Javatools</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/k2" title="K2">K2</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/know2look" title="Know2Look">Know2Look</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/le-monde" title="Le Monde">Le Monde</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/leila" title="LEILA">LEILA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/naga" title="NAGA">NAGA</a><ul><li><a href="/departments/databases-and-information-systems/research/yago-naga/patty" title="patty">patty</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/patty" title="PATTY">PATTY</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/pravda" title="PRAVDA">PRAVDA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/prospera" title="PROSPERA">PROSPERA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/quantity-search" title="Quantity Search">Quantity Search</a><ul><li><a href="/departments/databases-and-information-systems/research/yago-naga/quantity-search/qsearch" title="Qsearch">Qsearch</a></li><li><a href="/research/quantity-search/quantity-table-extraction" title="QuTE">QuTE</a></li><li><a href="/research/quantity-search/ql" title="QL">QL</a></li></ul></li><li><a href="http://code.google.com/p/rdf3x/" title="RDF-3X">RDF-3X</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/rules" title="RuLES">RuLES</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/sofie" title="SOFIE">SOFIE</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/stics" title="STICS">STICS</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/timesea" title="TimeSEA">TimeSEA</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/uwn" title="UWN">UWN</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/watermarking" title="Watermarking">Watermarking</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago" title="YAGO">YAGO</a><ul><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago" title="Overview">Overview</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/demo" title="Demo">Demo</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/downloads" title="Downloads">Downloads</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/statistics" title="Statistics">Statistics</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/publications" title="Publications">Publications</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/linking" title="Linking">Linking</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/archive" title="Archive">Archive</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/acknowledgements" title="Acknowledgements">Acknowledgements</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago/faq" title="FAQ">FAQ</a></li></ul></li></ul></li><li><a href="/departments/databases-and-information-systems/research/knowledge-base-recall" title="Knowledge Base Recall">Knowledge Base Recall</a><ul><li><a href="/departments/databases-and-information-systems/research/knowledge-base-recall/lm4kbc" title="LM4KBC">LM4KBC</a><ul><li><a href="/departments/databases-and-information-systems/research/knowledge-base-recall/lm4kbc/malt" title="MALT">MALT</a></li></ul></li><li><a href="/document-coverage-prediction" title="Document Coverage Prediction">Document Coverage Prediction</a></li><li><a href="/departments/databases-and-information-systems/research/knowledge-base-recall/interesting-negations-in-kbs" title="Interesting negations in Knowledge Bases">Interesting negations in Knowledge Bases</a></li><li><a href="/count-knowledge" title="Count Knowledge">Count Knowledge</a></li><li><a href="https://www.wikidata.org/wiki/Wikidata:Recoin" title="Recoin">Recoin</a></li><li><a href="https://github.com/paramitamirza/CINEX" title="CINEX">CINEX</a></li><li><a href="http://luisgalarraga.de/completeness-in-kbs/" title="Completeness rule mining">Completeness rule mining</a></li><li><a href="http://cool-wd.inf.unibz.it/" title="COOL-WD">COOL-WD</a></li><li><a href="/kb-survey" title="Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases">Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases</a></li><li><a href="/knowledge-base-recall/tutorials" title="Tutorials">Tutorials</a><ul><li><a href="/kr-2021-tutorial" title="Completeness, Recall, and Negation in Open-World Knowledge Bases - KR 2021 tutorial">Completeness, Recall, and Negation in Open-World Knowledge Bases - KR 2021 tutorial</a></li><li><a href="/iswc-2021-tutorial" title="Completeness, Recall, and Negation in Open-World Knowledge Bases - ISWC'21 Tutorial">Completeness, Recall, and Negation in Open-World Knowledge Bases - ISWC'21 Tutorial</a></li><li><a href="/vldb-2021-tutorial" title="Completeness, Recall, and Negation in Open-World Knowledge Bases - VLDB'21 Tutorial">Completeness, Recall, and Negation in Open-World Knowledge Bases - VLDB'21 Tutorial</a></li><li><a href="/www-2022-tutorial" title="Completeness, Recall, and Negation in Open-World Knowledge Bases - WWW'22 Tutorial">Completeness, Recall, and Negation in Open-World Knowledge Bases - WWW'22 Tutorial</a></li></ul></li></ul></li><li><a href="/departments/databases-and-information-systems/research/google-award" title="Google Award">Google Award</a></li><li><a href="/departments/databases-and-information-systems/research/impact" title="imPACT">imPACT</a><ul><li><a href="/departments/databases-and-information-systems/research/impact/counterfactual-explanations-for-recommenders" title="Counterfactual Explanations for Recommenders">Counterfactual Explanations for Recommenders</a></li><li><a href="/departments/databases-and-information-systems/research/impact/credibility-analysis-news" title="Credibility Analysis in News Communities">Credibility Analysis in News Communities</a></li><li><a href="/departments/databases-and-information-systems/research/impact/credibility-analysis-health" title="Credibility Analysis in Health Communities">Credibility Analysis in Health Communities</a></li><li><a href="/departments/databases-and-information-systems/research/impact/credibility-analysis" title="Probabilistic Graphical Models for Credibility Analysis">Probabilistic Graphical Models for Credibility Analysis</a></li><li><a href="/departments/databases-and-information-systems/research/impact/deep-learning-based-credibility-analysis" title="Deep Learning based Credibility Analysis">Deep Learning based Credibility Analysis</a></li><li><a href="/departments/databases-and-information-systems/research/impact/web-credibility-analysis" title="Web Credibility Analysis">Web Credibility Analysis</a></li><li><a href="/departments/databases-and-information-systems/research/impact/r-susceptibility" title="R-Susceptibility">R-Susceptibility</a></li><li><a href="/departments/databases-and-information-systems/research/impact/fair-data-representations" title="Fair Data Representations">Fair Data Representations</a></li><li><a href="/departments/databases-and-information-systems/research/impact/mediator-accounts" title="Mediator Accounts">Mediator Accounts</a></li><li><a href="/departments/databases-and-information-systems/research/impact/relationships-between-actions-and-feeds" title="Relationships between Actions and Feeds">Relationships between Actions and Feeds</a></li><li><a href="/departments/databases-and-information-systems/research/impact/learning-from-feedback-on-explanations" title="Learning from Feedback on Explanations">Learning from Feedback on Explanations</a></li><li><a href="/departments/databases-and-information-systems/research/impact/exfakt" title="ExFAKT: Explainable Fact Checking">ExFAKT: Explainable Fact Checking</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research/ambiversenlu" title="AmbiverseNLU">AmbiverseNLU</a><ul><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/aida" title="AIDA">AIDA</a><ul><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/aida/downloads" title="Downloads">Downloads</a></li><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/aida/webservice" title="Webservice">Webservice</a></li></ul></li><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/clausie" title="ClausIE">ClausIE</a></li><li><a href="https://ambiversenlu.mpi-inf.mpg.de" title="Demo">Demo</a></li></ul></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching" title="Teaching">Teaching</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ss2022" title="Summer Semester 2022">Summer Semester 2022</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ss2022/akbc" title="Automated Knowledge Base Construction">Automated Knowledge Base Construction</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/ws2021" title="Winter Semester 2020/21">Winter Semester 2020/21</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ws2021/commonsense-knowledge-extraction-and-consolidation" title="Commonsense knowledge extraction and consolidation">Commonsense knowledge extraction and consolidation</a></li><li><a href="/departments/databases-and-information-systems/teaching/ws2021/selected-topics-in-question-answering" title="Selected Topics in Question Answering">Selected Topics in Question Answering</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/summer-semester-2020" title="Summer Semester 2020">Summer Semester 2020</a><ul><li><a href="/question-answering-systems" title="Question Answering Systems">Question Answering Systems</a></li><li><a href="/departments/databases-and-information-systems/teaching/ss20/healthml" title="Machine Learning for Harvesting Health Knowledge">Machine Learning for Harvesting Health Knowledge</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/ws1920" title="Winter Semester 2019/20">Winter Semester 2019/20</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ws1920/ie" title="Information extraction">Information extraction</a></li><li><a href="/departments/databases-and-information-systems/teaching/ws1920/irdm19" title="Information Retrieval and Data Mining">Information Retrieval and Data Mining</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/ss19" title="Summer Semester 2019">Summer Semester 2019</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ss19/topics-in-neural-information-retrieval" title="Topics in Neural Information Retrieval">Topics in Neural Information Retrieval</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/ws1819" title="Winter Semester 2018/19">Winter Semester 2018/19</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ws1819/advanced-topics-in-knowledge-bases" title="Advanced Topics in Knowledge Bases">Advanced Topics in Knowledge Bases</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/summer-semester-2018" title="Summer Semester 2018">Summer Semester 2018</a><ul><li><a href="/departments/databases-and-information-systems/teaching/ss18/thesis-seminar" title="Thesis Seminar">Thesis Seminar</a></li></ul></li><li><a href="/departments/databases-and-information-systems/teaching/winter-semester-201718" title="Winter Semester 2017/18">Winter Semester 2017/18</a><ul><li><a href="/departments/databases-and-information-systems/teaching/winter-semester-201718/information-retrieval-and-data-mining" title="Information Retrieval and Data Mining">Information Retrieval and Data Mining</a></li><li><a href="/departments/databases-and-information-systems/teaching/winter-semester-201718/tensors-in-data-analysis" title="Tensors in Data Analysis">Tensors in Data Analysis</a></li><li><a href="/departments/databases-and-information-systems/teaching/winter-semester-201718/knowledge-bases" title="Knowledge Bases">Knowledge Bases</a></li><li><a href="/departments/databases-and-information-systems/teaching/winter-semester-201718/knowledge-representation-for-the-semantic-web" title="Knowledge Representation for the Semantic Web">Knowledge Representation for the Semantic Web</a></li></ul></li></ul></li><li><a href="/departments/databases-and-information-systems/news-events" title="News & Events">News & Events</a></li><li><a href="/departments/databases-and-information-systems/publications" title="Publications">Publications</a><ul><li><a href="/departments/databases-and-information-systems/publications/current-year" title="Current Year">Current Year</a></li><li><a href="/departments/databases-and-information-systems/publications/last-year" title="Last Year">Last Year</a></li><li><a href="/departments/databases-and-information-systems/publications/the-year-before-last" title="The Year Before Last">The Year Before Last</a></li><li><a href="/departments/databases-and-information-systems/publications/research-reports" title="Research Reports">Research Reports</a></li></ul></li><li><a href="/departments/databases-and-information-systems/software" title="Software">Software</a><ul><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/aida" title="AIDA">AIDA</a></li><li><a href="/departments/databases-and-information-systems/research/ambiversenlu" title="AmbiverseNLU">AmbiverseNLU</a></li><li><a href="/departments/databases-and-information-systems/research/ambiverse-nlu/clausie" title="ClausIE">ClausIE</a></li><li><a href="http://resources.mpi-inf.mpg.de/d5/bingo/index.html" title="BINGO!">BINGO!</a></li><li><a href="/departments/databases-and-information-systems/software/inex" title="INEX">INEX</a></li><li><a href="/departments/databases-and-information-systems/software/mentor-lite" title="MENTOR-lite">MENTOR-lite</a></li><li><a href="/departments/databases-and-information-systems/software/mg-fsm" title="MG-FSM">MG-FSM</a></li><li><a href="http://resources.mpi-inf.mpg.de/d5/minerva/index.html" title="MINERVA">MINERVA</a></li><li><a href="http://code.google.com/p/rdf3x/" title="RDF-3X">RDF-3X</a></li><li><a href="https://topx.sourceforge.net/" title="TopX">TopX</a></li><li><a href="/departments/databases-and-information-systems/software/tpdblearn" title="TPDBlearn">TPDBlearn</a></li><li><a href="/departments/databases-and-information-systems/software/triad" title="TriAD">TriAD</a></li><li><a href="/departments/databases-and-information-systems/research/yago-naga/yago" title="YAGO">YAGO</a></li></ul></li><li><a href="/departments/databases-and-information-systems/demo-systems" title="Demo Systems">Demo Systems</a></li></ul></li><li><a href="/departments/visual-computing-and-artificial-intelligence" title="Visual Computing and Artificial Intelligence">Visual Computing and Artificial Intelligence</a><ul><li><a href="/departments/visual-computing-and-artificial-intelligence/research" title="Research">Research</a></li><li><a href="/departments/visual-computing-and-artificial-intelligence/press" title="Press">Press</a></li><li><a href="/departments/visual-computing-and-artificial-intelligence/people" title="People">People</a></li><li><a href="/departments/visual-computing-and-artificial-intelligence/teaching" title="Teaching">Teaching</a></li><li><a href="https://vcai.mpi-inf.mpg.de/VCAI_Projects.html" title="Publications">Publications</a></li><li><a href="/departments/visual-computing-and-artificial-intelligence/offers" title="Openings">Openings</a></li><li><a href="https://gvv-assets.mpi-inf.mpg.de/" title="Assets (Data and Code)">Assets (Data and Code)</a></li><li><a href="https://plex.mpi-klsb.mpg.de/display/D6WIK" title="D6 Intranet">D6 Intranet</a></li></ul></li><li><a href="/departments/automation-of-logic" title="Automation of Logic">Automation of Logic</a><ul><li><a href="/departments/automation-of-logic/people" title="People">People</a><ul><li><a href="/departments/automation-of-logic/people/martin-bromberger" title="Martin Bromberger">Martin Bromberger</a></li><li><a href="/departments/automation-of-logic/people/martin-desharnais" title="Martin Desharnais">Martin Desharnais</a></li><li><a href="/departments/automation-of-logic/people/mathias-fleury" title="Mathias Fleury">Mathias Fleury</a></li><li><a href="/departments/automation-of-logic/people/hendrik-leidinger" title="Hendrik Leidinger">Hendrik Leidinger</a></li><li><a href="/departments/automation-of-logic/people/lorenz-leutgeb" title="Lorenz Leutgeb">Lorenz Leutgeb</a></li><li><a href="/departments/automation-of-logic/people/jennifer-mueller" title="Jennifer M眉ller">Jennifer M眉ller</a></li><li><a href="/departments/automation-of-logic/people/simon-schwarz" title="Simon Schwarz">Simon Schwarz</a></li><li><a href="/departments/automation-of-logic/people/thomas-sturm" title="Thomas Sturm">Thomas Sturm</a></li><li><a href="/departments/automation-of-logic/people/sophie-tourret" title="Sophie Tourret">Sophie Tourret</a></li><li><a href="/departments/automation-of-logic/people/uwe-waldmann" title="Uwe Waldmann">Uwe Waldmann</a></li><li><a href="/departments/automation-of-logic/people/christoph-weidenbach" title="Christoph Weidenbach">Christoph Weidenbach</a></li><li><a href="/departments/automation-of-logic/people/alumni" title="Alumni">Alumni</a></li><li><a href="/departments/automation-of-logic/people/guests" title="Guests">Guests</a></li></ul></li><li><a href="/departments/automation-of-logic/research-areas" title="Research Areas">Research Areas</a><ul><li><a href="/departments/automation-of-logic/research-areas/automated-verification" title="Automated Verification">Automated Verification</a></li><li><a href="/departments/automation-of-logic/research-areas/combinations-of-deductive-systems" title="Combinations of Deductive Systems">Combinations of Deductive Systems</a></li><li><a href="/departments/automation-of-logic/research-areas/decidable-fragments" title="Decidable Fragments">Decidable Fragments</a></li><li><a href="/departments/automation-of-logic/research-areas/first-order-model-checking" title="First-Order Model Checking">First-Order Model Checking</a></li><li><a href="/departments/automation-of-logic/research-areas/first-order-theorem-proving" title="First-Order Theorem Proving">First-Order Theorem Proving</a></li><li><a href="/departments/automation-of-logic/research-areas/local-reasoning" title="Local Reasoning">Local Reasoning</a></li></ul></li><li><a href="/departments/automation-of-logic/offers" title="Offers">Offers</a></li><li><a href="/departments/automation-of-logic/teaching" title="Teaching">Teaching</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2024/2025" title="Winter 2024/2025">Winter 2024/2025</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2024/2025/automated-reasoning" title="Automated Reasoning">Automated Reasoning</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2024/2025/automated-reasoning/exercises-and-tutorials" title="Exercises and Tutorials">Exercises and Tutorials</a></li><li><a href="/departments/automation-of-logic/teaching/winter-2024/2025/automated-reasoning/literature" title="Literature">Literature</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-2024/2025/decision-procedures-for-specific-theories" title="Decision Procedures for Specific Theories">Decision Procedures for Specific Theories</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/summer-2024" title="Summer 2024">Summer 2024</a><ul><li><a href="https://rg1-teaching.mpi-inf.mpg.de/autrea2-ss24/" title="Automated Reasoning II">Automated Reasoning II</a></li><li><a href="https://cms.sic.saarland/cp24/" title="Competitive Programming">Competitive Programming</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-2023/2024" title="Winter 2023/2024">Winter 2023/2024</a></li><li><a href="/departments/automation-of-logic/teaching/summer-2023" title="Summer 2023">Summer 2023</a><ul><li><a href="/departments/automation-of-logic/teaching/summer-2023/course-algorithmic-quantifier-elimination" title="Algorithmic Quantifier Elimination">Algorithmic Quantifier Elimination</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-2022/2023" title="Winter 2022/2023">Winter 2022/2023</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2022/2023/automated-reasoning" title="Automated Reasoning">Automated Reasoning</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2022/2023/automated-reasoning/literature" title="Literature">Literature</a></li><li><a href="/departments/automation-of-logic/teaching/winter-2022/2023/automated-reasoning/exercises-and-tutorials" title="Exercises and Tutorials">Exercises and Tutorials</a></li></ul></li></ul></li><li><a href="/departments/automation-of-logic/teaching/summer-2022" title="Summer 2022">Summer 2022</a></li><li><a href="/departments/automation-of-logic/teaching/winter-2021/2022" title="Winter 2021/2022">Winter 2021/2022</a></li><li><a href="/departments/automation-of-logic/teaching/winter-2020/2021" title="Winter 2020/2021">Winter 2020/2021</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2020/2021/automated-reasoning" title="Automated Reasoning">Automated Reasoning</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-2020/2021/automated-reasoning/exercises-and-tutorials" title="Exercises and Tutorials">Exercises and Tutorials</a></li><li><a href="/departments/automation-of-logic/teaching/winter-2020/2021/automated-reasoning/literature" title="Literature">Literature</a></li></ul></li></ul></li><li><a href="/departments/automation-of-logic/teaching/summer-2020" title="Summer 2020">Summer 2020</a></li><li><a href="/departments/automation-of-logic/teaching/winter-20192020" title="Winter 2019/2020">Winter 2019/2020</a></li><li><a href="/departments/automation-of-logic/teaching/summer-2019" title="Summer 2019">Summer 2019</a><ul><li><a href="/departments/automation-of-logic/teaching/summer-2019/decision-procedures" title="Decision Procedures">Decision Procedures</a></li><li><a href="/departments/automation-of-logic/teaching/summer-2019/concrete-semantics-with-isabellehol" title="Concrete Semantics with Isabelle/HOL">Concrete Semantics with Isabelle/HOL</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-20182019" title="Winter 2018/2019">Winter 2018/2019</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-20182019/automated-reasoning" title="Automated Reasoning">Automated Reasoning</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-20182019/automated-reasoning/exercises-and-tutorials" title="Exercises and Tutorials">Exercises and Tutorials</a></li><li><a href="/departments/automation-of-logic/teaching/winter-20182019/automated-reasoning/literature" title="Literature">Literature</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-20182019/ilp-seminar" title="ILP seminar">ILP seminar</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/summer-2018" title="Summer 2018">Summer 2018</a></li><li><a href="/departments/automation-of-logic/teaching/winter-20172018" title="Winter 2017/2018">Winter 2017/2018</a></li><li><a href="/departments/automation-of-logic/teaching/summer-2017" title="Summer 2017">Summer 2017</a><ul><li><a href="/departments/automation-of-logic/teaching/summer-2017/automated-reasoning-ii" title="Automated Reasoning II">Automated Reasoning II</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-20162017" title="Winter 2016/2017">Winter 2016/2017</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-20162017/automated-reasoning" title="Automated Reasoning">Automated Reasoning</a><ul><li><a href="/departments/automation-of-logic/teaching/winter-20162017/automated-reasoning/literature" title="Literature">Literature</a></li><li><a href="/departments/automation-of-logic/teaching/winter-20162017/automated-reasoning/exercises-and-tutorials" title="Exercises and Tutorials">Exercises and Tutorials</a></li></ul></li></ul></li><li><a href="/departments/automation-of-logic/teaching/summer-2016" title="Summer 2016">Summer 2016</a><ul><li><a href="/departments/automation-of-logic/teaching/summer-2016/sat-propositionale-erfuellbarkeit-und-mehr" title="SAT: Propositionale Erf眉llbarkeit und Mehr">SAT: Propositionale Erf眉llbarkeit und Mehr</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/winter-20152016" title="Winter 2015/2016">Winter 2015/2016</a></li><li><a href="/departments/automation-of-logic/teaching/summer-2015" title="Summer 2015">Summer 2015</a><ul><li><a href="/departments/automation-of-logic/teaching/summer-2015/decision-procedures" title="Decision Procedures">Decision Procedures</a></li></ul></li><li><a href="/departments/automation-of-logic/teaching/earlier-terms" title="Earlier Terms">Earlier Terms</a></li><li><a href="/departments/automation-of-logic/teaching/former-lectures-of-d2" title="Former Lectures of D2">Former Lectures of D2</a></li></ul></li><li><a href="/departments/automation-of-logic/talks-events" title="Talks & Events">Talks & Events</a><ul><li><a href="/departments/automation-of-logic/talks-events/past-events" title="Past Events">Past Events</a></li></ul></li><li><a href="/departments/automation-of-logic/projects" title="Projects">Projects</a></li><li><a href="/departments/automation-of-logic/publications" title="Publications">Publications</a><ul><li><a href="/departments/automation-of-logic/publications/current-year" title="Current Year">Current Year</a></li><li><a href="/departments/automation-of-logic/publications/last-year" title="Last Year">Last Year</a></li><li><a href="/departments/automation-of-logic/publications/the-year-before-last" title="The Year Before Last">The Year Before Last</a></li><li><a href="/departments/automation-of-logic/publications/research-reports" title="Research Reports">Research Reports</a></li></ul></li><li><a href="/departments/automation-of-logic/software" title="Software">Software</a><ul><li><a href="/departments/automation-of-logic/software/spass-workbench" title="SPASS Workbench">SPASS Workbench</a><ul><li><a href="/departments/automation-of-logic/software/spass-workbench/spass-iq" title="SPASS-IQ">SPASS-IQ</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/spass-satt" title="SPASS-SATT">SPASS-SATT</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/classic-spass-theorem-prover" title="Classic SPASS Theorem Prover">Classic SPASS Theorem Prover</a><ul><li><a href="/departments/automation-of-logic/software/spass-workbench/classic-spass-theorem-prover/tutorial" title="Tutorial">Tutorial</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/classic-spass-theorem-prover/download" title="Download">Download</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/classic-spass-theorem-prover/prototypes-and-experiments" title="Prototypes and Experiments">Prototypes and Experiments</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/classic-spass-theorem-prover/publications" title="Publications">Publications</a></li></ul></li><li><a href="/departments/automation-of-logic/software/spass-workbench/useful-links" title="Useful Links">Useful Links</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/history" title="(Hi)Story">(Hi)Story</a></li><li><a href="/departments/automation-of-logic/software/spass-workbench/contact" title="Contact">Contact</a></li><li><a href="/departments/automation-of-logic" title="Automation of Logic">Automation of Logic</a></li></ul></li><li><a href="/departments/automation-of-logic/software/waldmeister" title="Waldmeister">Waldmeister</a><ul><li><a href="/departments/automation-of-logic/software/waldmeister/people" title="People">People</a></li><li><a href="/departments/automation-of-logic/software/waldmeister/implementation" title="Implementation">Implementation</a></li><li><a href="/departments/automation-of-logic/software/waldmeister/recipes" title="Recipes">Recipes</a></li><li><a href="/departments/automation-of-logic/software/waldmeister/references" title="References">References</a></li><li><a href="/departments/automation-of-logic/software/waldmeister/download" title="Download">Download</a></li><li><a href="/departments/automation-of-logic/software/waldmeister/primer" title="Primer">Primer</a></li><li><a href="https://webwaldmeister.waldmeister.org/" title="Try now!">Try now!</a></li></ul></li></ul></li><li><a href="/departments/automation-of-logic/useful-links" title="Useful Links">Useful Links</a></li><li><a href="/departments/automation-of-logic/rg1-intranet" title="Intranet">Intranet</a></li></ul></li><li><a href="/departments/network-and-cloud-systems" title="Network and Cloud Systems">Network and Cloud Systems</a><ul><li><a href="/departments/network-and-cloud-systems/people" title="People">People</a><ul><li><a href="/departments/rg2/people/yiting-xia" title="Yiting Xia">Yiting Xia</a></li><li><a href="/departments/inet/people/federico-de-marchi" title="Federico de Marchi">Federico de Marchi</a></li><li><a href="/departments/rg2/people/jialong-li" title="Jialong Li">Jialong Li</a></li><li><a href="/departments/rg2/people/yiming-lei-1" title="Yiming Lei">Yiming Lei</a></li></ul></li><li><a href="/departments/network-and-cloud-systems/research-areas" title="Research Areas">Research Areas</a><ul><li><a href="/departments/network-and-cloud-systems/test/network-management-workflow-system" title="Network Management Work铿俹w System">Network Management Work铿俹w System</a></li><li><a href="/departments/network-and-cloud-systems/test/network-accelerated-machine-learning-systems" title="Network-Accelerated Machine Learning Systems">Network-Accelerated Machine Learning Systems</a></li><li><a href="/departments/network-and-cloud-systems/test/optical-data-center-networks" 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