Publications - Google DeepMind

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target="_blank"> <picture class="picture gdm-header__featured-image"> <source type="image/webp" width="264" height="156" srcset="https://lh3.googleusercontent.com/5E3cNGtS0t4rKlZ1BYBXU93xYwONyYQqIpmY-askDQ9jpTPVb-JH20Gk3wxcMdokGY2ygzjj_crFIy-MYFY-VnekgQVzbSs0Y64AwejEChybPTie8A=w264-h156-n-nu-rw 1x, https://lh3.googleusercontent.com/5E3cNGtS0t4rKlZ1BYBXU93xYwONyYQqIpmY-askDQ9jpTPVb-JH20Gk3wxcMdokGY2ygzjj_crFIy-MYFY-VnekgQVzbSs0Y64AwejEChybPTie8A=w528-h312-n-nu-rw 2x" /> <img alt="" class="picture__image" height="156" loading="lazy" role="presentation" src="https://lh3.googleusercontent.com/5E3cNGtS0t4rKlZ1BYBXU93xYwONyYQqIpmY-askDQ9jpTPVb-JH20Gk3wxcMdokGY2ygzjj_crFIy-MYFY-VnekgQVzbSs0Y64AwejEChybPTie8A=w264-h156-n-nu" width="264"> </picture> <strong class="gdm-header__title">AlphaQubit tackles one of quantum computing’s biggest challenges</strong> <time datetime="2024-11-20" class="glue-label gdm-header__featured-date">20 November 2024</time> <svg aria-hidden="true" class="glue-icon 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glue-headline--headline-2">Publications</h1> <div class="page-title__footer"> <p data-block-key="vzk9z">Explore a selection of our recent research on some of the most complex and interesting challenges in AI.</p> </div> </div> <div class="gdm-pagination" data-gdm-pagination-endpoint="/blocks/card_list_publications_block/" data-gdm-pagination-objects-total="177" data-gdm-pagination-start-index="1" > <output class="gdm-pagination__total" aria-live="polite" aria-atomic="true"> 177 publications </output> <a class="button glue-button glue-button--high-emphasis gdm-pagination__trigger gdm-pagination__trigger--previous" hidden > <span class="button__text">Load previous</span> <svg class="loader-spinner gdm-pagination__loader" width="24px" viewBox="0 0 66 66" xmlns="http://www.w3.org/2000/svg" > <circle class="loader-spinner__path" fill="none" stroke-width="7" cx="33" cy="33" r="25"></circle> </svg> </a> <ul class="list-compact list-compact--publications gdm-pagination__list" id="publications-list"> <li class="list-compact__item" aria-setsize="177" aria-posinset="1"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-11-26"> <span class="list-compact__date list-compact__date--short">26 Nov 24</span> <span class="list-compact__date list-compact__date--long">26 November 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/133302/"> <span class="list-compact__inner">How Well Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Sohee Yang, Nora Kassner, Elena Gribovskaya, Sebastian Riedel, Mor Geva </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="2"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-10-18"> <span class="list-compact__date list-compact__date--short">18 Oct 24</span> <span class="list-compact__date list-compact__date--long">18 October 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/65220/"> <span class="list-compact__inner">AI can help humans find common ground in democratic deliberation</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Michael Henry Tessler†, Michiel A Bakker†, Daniel Jarrett, Hannah Sheahan*, Martin Chadwick, Raphael Koster, Georgina Evans, Lucy Campbell-Gillingham, Teddy Collins*, David C Parkes*, Matthew Botvinick, Christopher Summerfield* </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Science </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="3"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-10-17"> <span class="list-compact__date list-compact__date--short">17 Oct 24</span> <span class="list-compact__date list-compact__date--long">17 October 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/90773/"> <span class="list-compact__inner">Prompting Considered Harmful</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Meredith Ringel Morris </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Communications of the ACM </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="4"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-10-14"> <span class="list-compact__date list-compact__date--short">14 Oct 24</span> <span class="list-compact__date list-compact__date--long">14 October 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/122292/"> <span class="list-compact__inner">Predicting from Strings: Language Model Embeddings for Bayesian Optimization</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Tung Nguyen, Qiuyi Zhang, Bangding Yang, Chansoo Lee, Jorg Bornschein, Yingjie Miao, Sagi Perel, Yutian Chen, Xingyou Song </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="5"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-10-09"> <span class="list-compact__date list-compact__date--short">9 Oct 24</span> <span class="list-compact__date list-compact__date--long">9 October 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/93097/"> <span class="list-compact__inner">Diffusion model predictive control</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Stannis Zhou, Siva Swaminathan, Rajkumar Vasudeva Raju, Swaroop Guntupalli, Wolfgang Lehrach, Joseph Ortiz, Antoine Dedieu, Miguel Lazaro-Gredilla, Kevin Murphy </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="6"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-09-21"> <span class="list-compact__date list-compact__date--short">21 Sep 24</span> <span class="list-compact__date list-compact__date--long">21 September 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/90369/"> <span class="list-compact__inner">Learned feature representations are biased by complexity, learning order, position, and more</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Andrew Lampinen, Stephanie Chan, Katherine Hermann </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Transactions on Machine Learning Research (TMLR) </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="7"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-09-19"> <span class="list-compact__date list-compact__date--short">19 Sep 24</span> <span class="list-compact__date list-compact__date--long">19 September 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/117639/"> <span class="list-compact__inner">Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni, Kelvin Xu, Sanil Jain, Rakesh Shivanna, Jeffrey Hui, Nishanth Dikkala, Mehran Kazemi, Bahar Fatemi, Rohan Anil, Ethan Dyer, Siamak Shakeri, Roopali Vij, Harsh Mehta, Vinay Ramasesh, Quoc Le, Ed Chi, Yifeng Lu, Orhan Firat, Angeliki Lazaridou, Jean-Baptiste Lespiau, Nithya Attaluri, Kate Olszewska </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="8"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-08-21"> <span class="list-compact__date list-compact__date--short">21 Aug 24</span> <span class="list-compact__date list-compact__date--long">21 August 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/108347/"> <span class="list-compact__inner">The Vizier Gaussian Process Bandit Algorithm</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Xingyou Song, Qiuyi Zhang, Chansoo Lee, Emily Fertig, Tzu-Kuo Huang, Lior Belenki, Greg Kochanski, Setareh Ariafar, Srinivas Vasudevan, Sagi Perel, Daniel Golovin </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="9"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-08-20"> <span class="list-compact__date list-compact__date--short">20 Aug 24</span> <span class="list-compact__date list-compact__date--long">20 August 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/107338/"> <span class="list-compact__inner">Swim till you sink: Computing the limit of a game</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Rashida Hakim, Jason Milionis, Christos Papadimitriou, Georgios Piliouras </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="10"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-08-13"> <span class="list-compact__date list-compact__date--short">13 Aug 24</span> <span class="list-compact__date list-compact__date--long">13 August 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/78755/"> <span class="list-compact__inner">The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Noah Y. Siegel, Oana-Maria Camburu, Nicolas Heess, Maria Perez-Ortiz </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> ACL 2024 </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="11"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-08-07"> <span class="list-compact__date list-compact__date--short">7 Aug 24</span> <span class="list-compact__date list-compact__date--long">7 August 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/107741/"> <span class="list-compact__inner">Achieving Human Level Competitive Robot Table Tennis</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> David B. D'Ambrosio, Saminda Abeyruwan, Laura Graesser, Atil Iscen, Heni Ben Amor, Alex Bewley, Barney J. Reed, Krista Reymann, Leila Takayama, Yuval Tassa, Krzysztof Choromanski, Erwin Coumans, Deepali Jain, Navdeep Jaitly, Natasha Jaques, Satoshi Kataoka, Yuheng Kuang, Nevena Lazic, Reza Mahjourian, Sherry Moore, Kenneth Oslund, Anish Shankar, Vikas Sindhwani, Vincent Vanhoucke, Grace Vesom, Peng Xu, and Pannag R. Sanketi </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="12"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-07-31"> <span class="list-compact__date list-compact__date--short">31 Jul 24</span> <span class="list-compact__date list-compact__date--long">31 July 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/70169/"> <span class="list-compact__inner">Pre-trained Gaussian processes for Bayesian optimization</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Zi Wang, George E. Dahl, Kevin Swersky, Chansoo Lee, Zachary Nado, Justin Gilmer, Jasper Snoek, Zoubin Ghahramani </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> JMLR </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="13"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-07-30"> <span class="list-compact__date list-compact__date--short">30 Jul 24</span> <span class="list-compact__date list-compact__date--long">30 July 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/108549/"> <span class="list-compact__inner">Mixture of Nested Experts: Adaptive Processing of Visual Tokens</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Gagan Jain, Nidhi Hegde, Aditya Kusupati, Arsha Nagrani, Shyamal Buch, Prateek Jain, Anurag Arnab, Sujoy Paul </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="14"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-07-21"> <span class="list-compact__date list-compact__date--short">21 Jul 24</span> <span class="list-compact__date list-compact__date--long">21 July 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/66938/"> <span class="list-compact__inner">Levels of AGI for Operationalizing Progress on the Path to AGI</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Meredith Ringel Morris, Jascha Sohl-dickstein, Noah Fiedel, Tris Warkentin, Allan Dafoe, Aleksandra Faust, Clement Farbaret, Shane Legg </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> ICML 2024 </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="15"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-07-16"> <span class="list-compact__date list-compact__date--short">16 Jul 24</span> <span class="list-compact__date list-compact__date--long">16 July 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/105317/"> <span class="list-compact__inner">Neural Climate Data Compression </span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Piotr Mirowski, David Warde-Farley, Mihaela Rosca , Matthew Koichi Grimes , Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman Ravuri and Shakir Mohamed </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> arXiv </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="16"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-07-16"> <span class="list-compact__date list-compact__date--short">16 Jul 24</span> <span class="list-compact__date list-compact__date--long">16 July 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/9266/"> <span class="list-compact__inner">Language models, like humans, show content effects on reasoning tasks</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Andrew K Lampinen*, Ishita Dasgupta*, Stephanie C Y Chan, Hannah R Sheahan, Antonia Creswell, Dharshan Kumaran, James L McClelland, Felix Hill (*equal contribution) </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> PNAS Nexus </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="17"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-06-17"> <span class="list-compact__date list-compact__date--short">17 Jun 24</span> <span class="list-compact__date list-compact__date--long">17 June 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/60877/"> <span class="list-compact__inner">Bayes' Rays: uncertainty quantification for neural radiance fields</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Lily Goli, Cody Reading, Silvia Sellan, Alec Jacobson, Andrea Tagliasacchi </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> CVPR 2024 </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="18"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-06-17"> <span class="list-compact__date list-compact__date--short">17 Jun 24</span> <span class="list-compact__date list-compact__date--long">17 June 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/50070/"> <span class="list-compact__inner">Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> AJ Piergiovanni, Isaac Noble, Dahun Kim, Michael S. Ryoo, Victor Gomes, Anelia Angelova </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> CVPR 2024 </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="19"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-06-17"> <span class="list-compact__date list-compact__date--short">17 Jun 24</span> <span class="list-compact__date list-compact__date--long">17 June 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/61382/"> <span class="list-compact__inner">Neural Fields as Distributions: Signal Processing Beyond Euclidean Space</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Daniel Rebain, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Venue</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> CVPR 2024 </dd> <svg aria-hidden="true" class="glue-icon glue-icon--arrow-forward glue-grid__col glue-grid__col--span-1 glue-grid__col--span-12-sm glue-grid__col--span-12-md glue-grid__col--align-bottom glue-icon--24px list-compact__cta" role="presentation"> <use href="/static/glue-icons.87e996bc684c.svg#arrow-forward"></use> </svg> </dl> </li> <li class="list-compact__item" aria-setsize="177" aria-posinset="20"> <dl class="glue-grid list-compact__publication"> <dt class="glue-visually-hidden">Date</dt> <dd class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-12-sm"> <time class="glue-body" datetime="2024-06-07"> <span class="list-compact__date list-compact__date--short">7 Jun 24</span> <span class="list-compact__date list-compact__date--long">7 June 2024</span> </time> </dd> <dt class="glue-visually-hidden">Title</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md"> <a class="list-compact__link list-compact__link--publication glue-body" href="/research/publications/49869/"> <span class="list-compact__inner">Don't trust your eyes: on the (un)reliability of feature visualizations</span> </a> </dd> <div class="glue-grid__col glue-grid__col--span-2 glue-grid__col--span-0-sm"></div> <dt class="glue-visually-hidden">Authors</dt> <dd class="glue-grid__col glue-grid__col--span-9 glue-grid__col--span-12-sm glue-grid__col--span-10-md glue-caption"> Robert Geirhos, Roland S. 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