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‪Christian Szegedy‬ - ‪Google Scholar‬

<!doctype html><html><head><title>‪Christian Szegedy‬ - ‪Google Scholar‬</title><meta http-equiv="Content-Type" content="text/html;charset=UTF-8"><meta http-equiv="X-UA-Compatible" content="IE=Edge"><meta name="referrer" content="always"><meta name="viewport" content="width=device-width,initial-scale=1,minimum-scale=1,maximum-scale=2"><meta name="format-detection" content="telephone=no"><link rel="shortcut icon" href="/favicon.ico"><link rel="canonical" href="https://scholar.google.com/citations?user=bnQMuzgAAAAJ&amp;hl=en"><meta name="description" content="‪Researcher‬ - ‪‪Cited by 276,021‬‬ - ‪Deep learning‬ - ‪Formal reasoning‬"><meta property="og:description" content="‪Researcher‬ - ‪‪Cited by 276,021‬‬ - ‪Deep learning‬ - ‪Formal reasoning‬"><meta property="og:title" content="Christian Szegedy"><meta property="og:image" content="https://scholar.google.co.in/citations/images/avatar_scholar_256.png"><meta property="og:type" content="website"><meta name="twitter:card" 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id="gs_md_err" style="display:none">The system can&#39;t perform the operation now. Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds"><div id="gsc_md_hist" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_hist-t" data-wfc="gsc_md_hist-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_hist-x" role="button" aria-label="Cancel" data-mdx="gsc_md_hist" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_hist-t" class="gs_md_hdr_t">Citations per year</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_hist-bdy" class="gs_md_bdy"><style>#gsc_md_hist{width:80%;max-width:386px;}#gsc_md_hist_c{position:relative;width:100%;}</style><div id="gsc_md_hist_c"></div></div></div></div><div data-h="600" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_cbyd" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_cbyd-t" data-cid="gsc_md_cbyd_l" data-wfc="gsc_md_cbyd-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_cbyd-x" role="button" aria-label="Cancel" data-mdx="gsc_md_cbyd" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_cbyd-t" class="gs_md_hdr_t">Duplicate citations</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_cbyd-bdy" class="gs_md_bdy"><form id="gsc_md_cbyd_f" action="/citations?hl=en&amp;user=bnQMuzgAAAAJ&amp;view_op=list_works" method="post"><input type="hidden" name="s" value=""><div class="gs_md_lbl">The following articles are merged in Scholar. Their <a id="gsc_md_cbyd_c" href="javascript:void(0)">combined citations</a> are counted only for the first article.</div><div id="gsc_md_cbyd_l"></div></form></div></div></div><div data-h="600" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_cbym" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_cbym-t" data-cid="gsc_md_cbym_l" data-wfc="gsc_md_cbym-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_cbym-x" role="button" aria-label="Cancel" data-mdx="gsc_md_cbym" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_cbym-t" class="gs_md_hdr_t">Merged citations</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_cbym-bdy" class="gs_md_bdy"><div class="gs_md_lbl">This "Cited by" count includes citations to the following articles in Scholar. The ones marked <span id="gsc_md_cbym_s">*</span> may be different from the article in the profile.</div><div id="gsc_md_cbym_l" data-act="/citations?hl=en&amp;user=bnQMuzgAAAAJ&amp;view_op=list_works"></div></div></div></div><div data-h="900" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_cod" class="gs_md_d gs_md_ds gs_ttzi gsc_cod_lc" role="dialog" tabindex="-1" aria-labelledby="gsc_md_cod-t" data-cid="gsc_cods_res" data-wfc="gsc_md_cod-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_cod-x" role="button" aria-label="Cancel" data-mdx="gsc_md_cod" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_cod-t" class="gs_md_hdr_t"><span id="gsc_cod_t"><span id="gsc_cod_tadd">Add co-authors</span><span id="gsc_cod_tedit">Co-authors</span><a id="gsc_cod_trev" href="javascript:void(0)" data-txt="Review" data-lim="Limit reached"></a></span></h2><div class="gs_md_hdr_b"><button type="button" id="gsc_cod_done" aria-label="Add co-authors" disabled class="gs_btnDNW gs_in_ib gs_btn_act gs_btn_half gs_btn_lsb"><span class="gs_wr"><span class="gs_ico"></span><span class="gs_lbl"></span></span></button></div></div><div id="gsc_md_cod-bdy" class="gs_md_bdy"><div id="gsc_cods_urls" class="gsc_cods_hide" data-ls="" data-lc="/citations?view_op=list_colleagues&amp;hl=en&amp;json=&amp;user=bnQMuzgAAAAJ" data-sa=""></div><form id="gsc_cods_save" action="" method="POST"><input type="hidden" name="colleague_add"><input type="hidden" name="colleague_del"></form><div id="gsc_cods_res"></div></div></div></div><div data-h="800" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_md_cita-d" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_md_cita-d-t" data-cid="gs_md_cita-l" data-wfc="gs_md_cita-d-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_md_cita-d-x" role="button" aria-label="Cancel" data-mdx="gs_md_cita-d" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_md_cita-d-t" class="gs_md_hdr_t"></h2><div class="gs_md_hdr_b"><button type="button" id="gs_md_cita-b-save" aria-label="Save" class="gs_btnDNW gs_in_ib gs_btn_act gs_btn_half gs_btn_lsb"><span class="gs_wr"><span class="gs_ico"></span><span class="gs_lbl"></span></span></button></div></div><div id="gs_md_cita-d-bdy" class="gs_md_bdy"><style>#gs_md_cita-d{width:90%;max-width:1000px;}.gs_el_ph #gs_md_cita-d{width:100%;max-width:none;}#gs_md_cita-d .gs_md_prg{min-height:600px;}</style><div id="gs_md_cita-l" aria-live="assertive"></div></div></div></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_fol" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_fol-t" data-wfc="gsc_md_fol-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_fol-x" role="button" aria-label="Cancel" data-mdx="gsc_md_fol" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_fol-t" class="gs_md_hdr_t">Follow</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_fol-bdy" class="gs_md_bdy"><form method="post" id="gsc_fol_f" action="/citations?hl=en&amp;user=bnQMuzgAAAAJ&amp;view_op=list_works"><input type="hidden" name="xsrf" value="ADIE8skAAAAAZ0M1ek7Gfthy69j_w0W-pL9vBZM"><input type="hidden" name="user" value="bnQMuzgAAAAJ"><div id="gsc_fol_inp"></div><div id="gsc_fol_cb"><div class="gsc_fol_cr"><a href="javascript:void(0)" id="gsc_fol_a" role="checkbox" aria-checked="false" data-s="0" class="gs_cb_gen gs_in_cb"><span class="gs_lbl">New articles by this author</span><span class="gs_chk"></span><span class="gs_cbx"></span></a></div><div class="gsc_fol_cr"><a href="javascript:void(0)" id="gsc_fol_c" role="checkbox" 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id="gsc_rsb_cit" role="region" aria-labelledby="gsc_prf_t-cit"><h3 class="gsc_rsb_header"><span class="gsc_rsb_title">Cited by</span><button type="button" id="gsc_hist_opn" class=" gs_btn_flat gs_btn_flact gs_btn_lrge gs_btn_half gs_btn_lsu gsc_rsb_action"><span class="gs_wr"><span class="gs_lbl">View all</span></span></button></h3><table id="gsc_rsb_st"><thead><tr><th class="gsc_rsb_sth"></th><th class="gsc_rsb_sth">All</th><th class="gsc_rsb_sth">Since 2019</th></tr></thead><tbody><tr><td class="gsc_rsb_sc1"><a href="javascript:void(0)" class="gsc_rsb_f gs_ibl" title="This is the number of citations to all publications. The second column has the &quot;recent&quot; version of this metric which is the number of new citations in the last 5 years to all publications.">Citations</a></td><td class="gsc_rsb_std">276021</td><td class="gsc_rsb_std">234367</td></tr><tr><td class="gsc_rsb_sc1"><a href="javascript:void(0)" class="gsc_rsb_f gs_ibl" title="h-index is the largest number h such that h publications have at least h citations. The second column has the &quot;recent&quot; version of this metric which is the largest number h such that h publications have at least h new citations in the last 5 years.">h-index</a></td><td class="gsc_rsb_std">34</td><td class="gsc_rsb_std">32</td></tr><tr><td class="gsc_rsb_sc1"><a href="javascript:void(0)" class="gsc_rsb_f gs_ibl" title="i10-index is the number of publications with at least 10 citations. The second column has the &quot;recent&quot; version of this metric which is the number of publications that have received at least 10 new citations in the last 5 years.">i10-index</a></td><td class="gsc_rsb_std">56</td><td class="gsc_rsb_std">48</td></tr></tbody></table><style>.gsc_g_t{position:absolute;bottom:0;color:#777;font-size:11px;}.gsc_g_a{position:absolute;bottom:13px;width:15px;background:#777;}.gsc_g_a:hover,.gsc_g_a:focus,.gsc_g_a:active{text-decoration:none;cursor:default;}.gsc_g_al{position:absolute;bottom:15px;left:7px;color:#222;background:white;font-size:11px;padding:1px;border:1px solid #777;border-radius:1px;visibility:hidden;opacity:0;transition:opacity .218s,visibility 0s .218s;}.gsc_g_a:hover .gsc_g_al,.gsc_g_a:focus .gsc_g_al,.gsc_g_a:active .gsc_g_al{visibility:visible;opacity:1;transition:all 0s;}#gsc_md_hist{max-width:394px;}.gsc_md_hist_w{position:relative;overflow:hidden;margin-right:43px;}.gs_md_bdy .gsc_md_hist_w,.gs_el_ph .gsc_md_hist_w,.gs_el_ta .gsc_md_hist_w{overflow-x:auto;padding-bottom:16px;}.gsc_md_hist_b{position:relative;height:174px;width:100%;}.gsc_md_hist_b .gsc_g_a{bottom:auto;}.gsc_md_hist_b .gsc_g_t{bottom:auto;top:161px;}.gsc_md_hist_b:after{position:absolute;right:344px;content:"\00A0";}.gsc_g_hist_x{position:relative;margin-right:45px;}.gsc_g_hist_xl{position:absolute;right:8px;width:35px;}.gs_el_ta .gsc_g_hist_xl,.gs_el_ph .gsc_g_hist_xl{right:16px;}.gsc_g_hist_wrp{padding-top:32px;position:relative;}.gs_el_ta .gsc_g_hist_wrp,.gs_el_ph .gsc_g_hist_wrp{padding-right:8px;}.gs_md_bdy .gsc_g_hist_wrp{border-top:0;}.gs_el_tc .gs_md_bdy .gsc_g_hist_wrp:after,.gs_el_tc.gs_el_ph .gsc_g_hist_wrp:after,.gs_el_tc.gs_el_ta .gsc_g_hist_wrp:after{display:block;content:"";position:absolute;z-index:100;top:0;left:0;width:20px;height:100%;background-image:linear-gradient(to left,rgba(255,255,255,0),rgba(255,255,255,1) 80%);}.gsc_g_x,.gsc_g_xt{position:absolute;left:0;border-bottom:1px solid #eee;width:100%;text-align:right;}.gsc_g_x{border-bottom:1px solid #eee;}.gsc_g_xtl{position:absolute;color:#777;}.gsc_g_gtr{position:absolute;}.gsc_g_a:last-child .gsc_g_al{right:0;left:auto;}</style><div class="gsc_g_hist_wrp" dir="rtl"><div class="gsc_g_hist_x"><div class="gsc_g_x" style="top:160px;"></div><div class="gsc_g_xt" style="top:0px;"></div><div class="gsc_g_xt" style="top:80px;"></div><div class="gsc_g_xt" style="top:120px;"></div><div class="gsc_g_xt" style="top:40px;"></div></div><div class="gsc_g_hist_xl"><div class="gsc_g_xtl" style="top:153px;">0</div><div class="gsc_g_xtl" style="top:-7px;">45000</div><div class="gsc_g_xtl" style="top:73px;">22500</div><div class="gsc_g_xtl" style="top:113px;">11250</div><div class="gsc_g_xtl" style="top:33px;">33750</div></div><div class="gsc_md_hist_w"><div class="gsc_md_hist_b"><span class="gsc_g_t" style="right:291px">2015</span><span class="gsc_g_t" style="right:259px">2016</span><span class="gsc_g_t" style="right:227px">2017</span><span class="gsc_g_t" style="right:195px">2018</span><span class="gsc_g_t" style="right:163px">2019</span><span class="gsc_g_t" style="right:131px">2020</span><span class="gsc_g_t" style="right:99px">2021</span><span class="gsc_g_t" style="right:67px">2022</span><span class="gsc_g_t" style="right:35px">2023</span><span class="gsc_g_t" style="right:3px">2024</span><a href="javascript:void(0)" class="gsc_g_a" style="right:296px;top:156px;height:4px;z-index:10"><span class="gsc_g_al">1397</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:264px;top:146px;height:14px;z-index:9"><span class="gsc_g_al">4164</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:232px;top:124px;height:36px;z-index:8"><span class="gsc_g_al">10403</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:200px;top:88px;height:72px;z-index:7"><span class="gsc_g_al">20371</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:168px;top:52px;height:108px;z-index:6"><span class="gsc_g_al">30651</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:136px;top:29px;height:131px;z-index:5"><span class="gsc_g_al">36959</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:104px;top:7px;height:153px;z-index:4"><span class="gsc_g_al">43105</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:72px;top:1px;height:159px;z-index:3"><span class="gsc_g_al">44951</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:40px;top:6px;height:154px;z-index:2"><span class="gsc_g_al">43582</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:8px;top:36px;height:124px;z-index:1"><span class="gsc_g_al">35114</span></a></div></div></div></div><div class="gsc_rsb_s gsc_prf_pnl" id="gsc_rsb_mnd" role="region" aria-labelledby="gsc_prf_t-mnd"><div class="gsc_rsb_header gsc_rsb_m_header"><div class="gsc_rsb_m_title">Public access</div><a href="/citations?view_op=list_mandates&amp;hl=en&amp;user=bnQMuzgAAAAJ" id="gsc_lwp_mndt_lnk">View all</a></div><div class="gsc_rsb_hm gs_ota gs_oph"><button type="button" onclick="window.location='/citations?view_op\x3dlist_mandates\x26hl\x3den\x26user\x3dbnQMuzgAAAAJ'" class=" gs_btn_flat gs_btn_flact gs_btn_lrge gs_btn_half gs_btn_lsu"><span class="gs_wr"><span class="gs_lbl">View all</span></span></button></div><div class="gsc_rsb_m"><div class="gsc_rsb_m_a"><span>4 articles</span></div><div class="gsc_rsb_m_na"><div class="gs_gray">0 articles</div></div><div class="gsc_rsb_m_bar"><div class="gsc_rsb_m_bar_na" style="width:0%"></div></div><div class="gsc_rsb_m_a"><span>available</span></div><div class="gsc_rsb_m_na"><span class="gs_gray">not available</span></div><div class="gsc_rsb_m_desc">Based on funding mandates</div></div></div><div class="gsc_rsb_s gsc_prf_pnl" id="gsc_rsb_co" role="region" aria-labelledby="gsc_prf_t-ath"><h3 class="gsc_rsb_header"><span class="gsc_rsb_title">Co-authors</span></h3><ul class="gsc_rsb_a"><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-wfGiqXEAAAAJ-img{width:21px;height:32px;}.gs_el_ta #gsc_rsb-wfGiqXEAAAAJ-img,.gs_el_ph #gsc_rsb-wfGiqXEAAAAJ-img{width:37px;height:56px;}</style><span id="gsc_rsb-wfGiqXEAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Dumitru Erhan" sizes="(max-width:981px) 37px,21px" src="/scholar/images/cleardot.gif" id="gsc_rsb-wfGiqXEAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=wfGiqXEAAAAJ&amp;citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&amp;user=wfGiqXEAAAAJ&amp;citpid=2 21w,https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=wfGiqXEAAAAJ&amp;citpid=2 37w,https://scholar.googleusercontent.com/citations?view_op=view_photo&amp;user=wfGiqXEAAAAJ&amp;citpid=2 85w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=wfGiqXEAAAAJ&amp;hl=en">Dumitru Erhan</a><span class="gsc_rsb_a_ext">Director of Research @ Google DeepMind</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at google.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-T7uctwYAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-T7uctwYAAAAJ-img,.gs_el_ph #gsc_rsb-T7uctwYAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-T7uctwYAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Vincent Vanhoucke" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-T7uctwYAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=T7uctwYAAAAJ&amp;citpid=7" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&amp;user=T7uctwYAAAAJ&amp;citpid=7 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=T7uctwYAAAAJ&amp;citpid=7 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&amp;user=T7uctwYAAAAJ&amp;citpid=7 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=T7uctwYAAAAJ&amp;hl=en">Vincent Vanhoucke</a><span class="gsc_rsb_a_ext">Distinguished Engineer, Waymo</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at google.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-jEANvfgAAAAJ-img{width:32px;height:31px;}.gs_el_ta #gsc_rsb-jEANvfgAAAAJ-img,.gs_el_ph #gsc_rsb-jEANvfgAAAAJ-img{width:56px;height:55px;}</style><span id="gsc_rsb-jEANvfgAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Scott Reed" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-jEANvfgAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=jEANvfgAAAAJ&amp;citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&amp;user=jEANvfgAAAAJ&amp;citpid=2 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=jEANvfgAAAAJ&amp;citpid=2 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&amp;user=jEANvfgAAAAJ&amp;citpid=2 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=jEANvfgAAAAJ&amp;hl=en">Scott Reed</a><span class="gsc_rsb_a_ext">Research Scientist, NVIDIA Research</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at google.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-T04c3fwAAAAJ-img{width:24px;height:32px;}.gs_el_ta #gsc_rsb-T04c3fwAAAAJ-img,.gs_el_ph #gsc_rsb-T04c3fwAAAAJ-img{width:42px;height:56px;}</style><span id="gsc_rsb-T04c3fwAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Dragomir Anguelov" sizes="(max-width:981px) 42px,24px" src="/scholar/images/cleardot.gif" id="gsc_rsb-T04c3fwAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=T04c3fwAAAAJ&amp;citpid=8" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&amp;user=T04c3fwAAAAJ&amp;citpid=8 24w,https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=T04c3fwAAAAJ&amp;citpid=8 42w,https://scholar.googleusercontent.com/citations?view_op=view_photo&amp;user=T04c3fwAAAAJ&amp;citpid=8 96w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=T04c3fwAAAAJ&amp;hl=en">Dragomir Anguelov</a><span class="gsc_rsb_a_ext">VP and Head of Research, Waymo</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at cs.stanford.edu</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-0nPi5YYAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-0nPi5YYAAAAJ-img,.gs_el_ph #gsc_rsb-0nPi5YYAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-0nPi5YYAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Pierre Sermanet" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-0nPi5YYAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=0nPi5YYAAAAJ&amp;citpid=11" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&amp;user=0nPi5YYAAAAJ&amp;citpid=11 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=0nPi5YYAAAAJ&amp;citpid=11 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&amp;user=0nPi5YYAAAAJ&amp;citpid=11 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=0nPi5YYAAAAJ&amp;hl=en">Pierre Sermanet</a><span class="gsc_rsb_a_ext">Research Scientist, Google</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at google.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-mu5Y2rYAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-mu5Y2rYAAAAJ-img,.gs_el_ph #gsc_rsb-mu5Y2rYAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-mu5Y2rYAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Yangqing Jia" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-mu5Y2rYAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=mu5Y2rYAAAAJ&amp;citpid=4" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&amp;user=mu5Y2rYAAAAJ&amp;citpid=4 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&amp;user=mu5Y2rYAAAAJ&amp;citpid=4 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&amp;user=mu5Y2rYAAAAJ&amp;citpid=4 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=mu5Y2rYAAAAJ&amp;hl=en">Yangqing Jia</a><span class="gsc_rsb_a_ext">Founder, Lepton AI</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at daggerfs.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-yOcNQVgAAAAJ-img{width:29px;height:32px;}.gs_el_ta #gsc_rsb-yOcNQVgAAAAJ-img,.gs_el_ph 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class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:u5HHmVD_uO8C" class="gsc_a_at">Going deeper with convolutions</a><div class="gs_gray">C Szegedy, W Liu, Y Jia, P Sermanet, S Reed, D Anguelov, D Erhan, ...</div><div class="gs_gray">Proceedings of the IEEE conference on computer vision and pattern …<span class="gs_oph">, 2015</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=17799971764477278135,17232496715752513419,2685540587937598704,9360389409885040095,6359500890792378180,11894367980994469512,5008425633038137113,13300001889878454241" class="gsc_a_ac gs_ibl">65872</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2015</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:9yKSN-GCB0IC" class="gsc_a_at">Batch normalization: Accelerating deep network training by reducing internal covariate shift</a><div class="gs_gray">S Ioffe</div><div class="gs_gray">arXiv preprint arXiv:1502.03167<span class="gs_oph">, 2015</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=9384364112097346204,11320988442209520007,4889606277467779477,13119178786447757679,9562493377356921536" class="gsc_a_ac gs_ibl">59446</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2015</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:Wp0gIr-vW9MC" class="gsc_a_at">Ssd: Single shot multibox detector</a><div class="gs_gray">W Liu, D Anguelov, D Erhan, C Szegedy, S Reed, CY Fu, AC Berg</div><div class="gs_gray">Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …<span class="gs_oph">, 2016</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=15383553494348295625,800460626476995817,650776568923585295,6663066598170370587,7187276560315862644,12061659817506864195" class="gsc_a_ac gs_ibl">42399</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2016</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:4DMP91E08xMC" class="gsc_a_at">Rethinking the inception architecture for computer vision</a><div class="gs_gray">C Szegedy, V Vanhoucke, S Ioffe, J Shlens, Z Wojna</div><div class="gs_gray">Proceedings of the IEEE conference on computer vision and pattern …<span class="gs_oph">, 2016</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=1692140599533045894,15107788210101022148,13339819289017297851,9721683633290663727,17379376561960171642" class="gsc_a_ac gs_ibl">36567</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2016</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:vV6vV6tmYwMC" class="gsc_a_at">Explaining and harnessing adversarial examples</a><div class="gs_gray">IJ Goodfellow, J Shlens, C Szegedy</div><div class="gs_gray">arXiv preprint arXiv:1412.6572<span class="gs_oph">, 2014</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=14908107896544813002" class="gsc_a_ac gs_ibl">22897</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2014</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:QIV2ME_5wuYC" class="gsc_a_at">Inception-v4, inception-resnet and the impact of residual connections on learning</a><div class="gs_gray">C Szegedy, S Ioffe, V Vanhoucke, A Alemi</div><div class="gs_gray">Proceedings of the AAAI conference on artificial intelligence 31 (1)<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=7675360869194044404,15425366633634857370,6643791731349655343,217870770893605839" class="gsc_a_ac gs_ibl">18303</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2017</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:d1gkVwhDpl0C" class="gsc_a_at">Intriguing properties of neural networks</a><div class="gs_gray">C Szegedy</div><div class="gs_gray">arXiv preprint arXiv:1312.6199<span class="gs_oph">, 2013</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=2835128024326609853,14639578570273518569,11767518693145874395" class="gsc_a_ac gs_ibl">18113</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2013</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:u-x6o8ySG0sC" class="gsc_a_at">Deeppose: Human pose estimation via deep neural networks</a><div class="gs_gray">A Toshev, C Szegedy</div><div class="gs_gray">Proceedings of the IEEE conference on computer vision and pattern …<span class="gs_oph">, 2014</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=486281125388403333" class="gsc_a_ac gs_ibl">3977</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2014</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:2osOgNQ5qMEC" class="gsc_a_at">Deep neural networks for object detection</a><div class="gs_gray">C Szegedy, A Toshev, D Erhan</div><div class="gs_gray">Advances in neural information processing systems 26<span class="gs_oph">, 2013</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=5329041543478510378" class="gsc_a_ac gs_ibl">2086</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2013</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:qjMakFHDy7sC" class="gsc_a_at">Scalable object detection using deep neural networks</a><div class="gs_gray">D Erhan, C Szegedy, A Toshev, D Anguelov</div><div class="gs_gray">Proceedings of the IEEE conference on computer vision and pattern …<span class="gs_oph">, 2014</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=12767765377886327041" class="gsc_a_ac gs_ibl">1624</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2014</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:zYLM7Y9cAGgC" class="gsc_a_at">Training deep neural networks on noisy labels with bootstrapping</a><div class="gs_gray">S Reed, H Lee, D Anguelov, C Szegedy, D Erhan, A Rabinovich</div><div class="gs_gray">arXiv preprint arXiv:1412.6596<span class="gs_oph">, 2014</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=16639077162304148045" class="gsc_a_ac gs_ibl">1200</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2014</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:IjCSPb-OGe4C" class="gsc_a_at">Scalable, high-quality object detection</a><div class="gs_gray">C Szegedy, S Reed, D Erhan, D Anguelov, S Ioffe</div><div class="gs_gray">arXiv preprint arXiv:1412.1441<span class="gs_oph">, 2014</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=2645192510092159524" class="gsc_a_ac gs_ibl">565</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2014</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:K3LRdlH-MEoC" class="gsc_a_at">Deepmath-deep sequence models for premise selection</a><div class="gs_gray">G Irving, C Szegedy, AA Alemi, N Eén, F Chollet, J Urban</div><div class="gs_gray">Advances in neural information processing systems 29<span class="gs_oph">, 2016</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=11261324651156316340,18029267257446844089" class="gsc_a_ac gs_ibl">285</a><span class="gsc_a_m"><a href="javascript:void(0)" class="gsc_a_am" data-eid="bnQMuzgAAAAJ:K3LRdlH-MEoC">*</a></span></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2016</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:J-pR_7NvFogC" class="gsc_a_at">Memorizing transformers</a><div class="gs_gray">Y Wu, MN Rabe, DL Hutchins, C Szegedy</div><div class="gs_gray">arXiv preprint arXiv:2203.08913<span class="gs_oph">, 2022</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=12149100013599717090" class="gsc_a_ac gs_ibl">243</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2022</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:XD-gHx7UXLsC" class="gsc_a_at">SSD: ss detector</a><div class="gs_gray">W Liu, D Anguelov, D Erhan, C Szegedy, S Reed, CY Fu, AC Berg</div><div class="gs_gray">Proceedings of the Computer Vision-ECCV 2016, 21-37<span class="gs_oph">, 0</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&amp;hl=en&amp;cites=13124326086573298895" class="gsc_a_ac gs_ibl">224</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl"></span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&amp;hl=en&amp;user=bnQMuzgAAAAJ&amp;citation_for_view=bnQMuzgAAAAJ:hFOr9nPyWt4C" class="gsc_a_at">Deep network guided proof search</a><div class="gs_gray">S Loos, G Irving, C Szegedy, C Kaliszyk</div><div class="gs_gray">arXiv preprint 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