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<!doctype html><html><head><title>‪Avinash Ravichandran‬ - ‪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=28p_eLYAAAAJ&hl=en"><meta name="description" content="‪Principal Applied Scientist, Perception, Cruise‬ - ‪‪Cited by 6,179‬‬ - ‪Computer Vision‬ - ‪Machine Learning‬"><meta property="og:description" content="‪Principal Applied Scientist, Perception, Cruise‬ - ‪‪Cited by 6,179‬‬ - ‪Computer Vision‬ - ‪Machine Learning‬"><meta property="og:title" content="Avinash Ravichandran"><meta property="og:image" content="https://scholar.google.co.in/citations/images/avatar_scholar_256.png"><meta 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id="gs_md_err" style="display:none">The system can'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&user=28p_eLYAAAAJ&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&user=28p_eLYAAAAJ&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&hl=en&json=&user=28p_eLYAAAAJ" 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&user=28p_eLYAAAAJ&view_op=list_works"><input type="hidden" name="xsrf" value="ADIE8skAAAAAZ0hkBaHud2uagdajQkJx5KNvzfE"><input type="hidden" name="user" value="28p_eLYAAAAJ"><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" aria-checked="false" data-s="0" class="gs_cb_gen gs_in_cb"><span class="gs_lbl">New citations to 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_r" role="checkbox" aria-checked="false" data-s="0" class="gs_cb_gen gs_in_cb"><span class="gs_lbl">New articles related to this author's research</span><span class="gs_chk"></span><span class="gs_cbx"></span></a></div></div><div id="gsc_fol_email"><label id="gsc_fol_ml" for="gsc_fol_m">Email address for updates</label><div class="gs_in_txtw gs_in_txtb"><input type="text" class="gs_in_txt" name="email_for_op" value="" id="gsc_fol_m" maxlength="100" autocapitalize="off" autocorrect="off"><div class="gs_in_txts"></div></div></div><div class="gs_md_btns"><button type="submit" id="gsc_fol_b" disabled class=" gs_btn_act gs_btn_lrge gs_btn_lsu"><span class="gs_wr"><span class="gs_lbl">Done</span></span></button></div></form></div></div></div><div id="gs_hdr_drw" class="gs_md_ulr gs_md_ds" role="dialog" tabindex="-1" data-shd="gs_hdr_drs" data-wfc="gs_hdr_drw_mnu" data-cfc="gs_hdr_mnu"><div id="gs_hdr_drw_in"><div id="gs_hdr_drw_top"><a href="javascript:void(0)" id="gs_hdr_drw_mnu" role="button" aria-controls="gs_hdr_drw" aria-label="Options" class="gs_btnMNT gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><a id="gs_hdr_drw_lgo" href="/schhp?hl=en" aria-label="Homepage"></a></div><div><div class="gs_hdr_drw_sec"><a href="/citations?hl=en" role="menuitem" class="gs_btnPRO gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">My profile</span></a><a href="/scholar?scilib=1&hl=en" role="menuitem" class="gs_btnL gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">My library</span></a><a href="/citations?view_op=metrics_intro&hl=en" role="menuitem" class="gs_btnJ gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Metrics</span></a><a href="/scholar_alerts?view_op=list_alerts&hl=en" role="menuitem" class="gs_btnM gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Alerts</span></a></div><div class="gs_hdr_drw_sec"><a href="/scholar_settings?hl=en" role="menuitem" class="gs_btnP gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Settings</span></a></div></div><div id="gs_hdr_drw_bot" class="gs_hdr_drw_sec"><a href="https://accounts.google.com/Login?hl=en&continue=https://scholar.google.co.in/schhp%3Fhl%3Den" class=" gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Sign in</span></a></div></div></div><div id="gs_hdr" role="banner" class="gs_hdr_src"><a href="javascript:void(0)" id="gs_hdr_mnu" role="button" aria-controls="gs_hdr_drw" class="gs_btnMNT gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><a id="gs_hdr_lgo" class="" href="/schhp?hl=en" aria-label="Homepage"></a><div id="gs_hdr_md"><div id="gs_hdr_srch"><form id="gs_hdr_frm" action="/citations"><input type=hidden name="view_op" value="search_authors"><input type=hidden name="hl" value="en"><div class="gs_in_txtw gs_in_txtb"><input type="text" class="gs_in_txt" name="mauthors" value="" id="gs_hdr_tsi" placeholder="Search profiles" size="50" maxlength="2048" autocapitalize="off" aria-label="Search"><div class="gs_in_txts"></div></div><span id="gs_hdr_tsc"><span class="gs_ico gs_ico_X"></span></span><button type="submit" id="gs_hdr_tsb" name="btnG" aria-label="Search" class="gs_btnG 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></form></div></div><a href="javascript:void(0)" id="gs_hdr_sre" role="button" aria-controls="gs_hdr_frm" aria-label="Search" class="gs_btnTSB gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><div id="gs_hdr_act"><a id="gs_hdr_act_s" href="https://accounts.google.com/Login?hl=en&continue=https://scholar.google.co.in/schhp%3Fhl%3Den">Sign in</a></div></div><style>#gs_alrt{position:fixed;bottom:48px;left:16px;max-width:384px;z-index:1250;display:flex;justify-content:space-between;align-items:center;font-size:13px;line-height:16px;color:#e2e2e2;background:#333;text-align:left;border-radius:3px;box-shadow:0 3px 5px -1px rgba(0,0,0,.2),0 6px 10px 0 rgba(0,0,0,.14),0 1px 18px 0 rgba(0,0,0,.12);visibility:hidden;transform-origin:center;transform:scale(0.8,0.8) translate(0,100%);}.gs_el_ph #gs_alrt{bottom:0;left:0;width:100%;max-width:none;border-radius:0;box-shadow:none;transform:scale(1,1) translate(0,100%);}#gs_alrt.gs_vis{visibility:visible;transform:scale(1,1) translate(0,0);}#gs_alrt.gs_anm{transition:transform .067s cubic-bezier(.4,0,1,1),visibility 0s .067s;}#gs_alrt.gs_vis.gs_anm{transition:transform .067s cubic-bezier(0,0,.2,1);}.gs_el_ph #gs_alrt.gs_anm{transition:transform .084s cubic-bezier(.4,0,1,1),visibility 0s .084s;}.gs_el_ph #gs_alrt.gs_vis.gs_anm{transition:transform .1s cubic-bezier(0,0,.2,1);}#gs_alrt_m{display:block;padding:16px;}#gs_alrt_l{display:block;padding:8px;margin:0 8px 0 -8px;border-radius:3px;color:#fcc934;text-transform:uppercase;text-decoration:none;}#gs_alrt_l:hover{background-color:rgba(255,255,255,.05)}#gs_alrt_l:active{background-color:rgba(255,255,255,.1)}#gs_alrt_l:empty{display:none}#gs_alrt_m a{padding:8px 0;color:#e2e2e2;text-decoration:underline;}#gs_alrt_m a:active{color:#f6aea9}</style><form action="" method="post" id="gs_alrt"><span id="gs_alrt_m"></span><span id="gs_alrt_h"></span><a id="gs_alrt_l" href="javascript:void(0)" class="gs_fm_s" data-fm="gs_alrt"></a></form><div id="gs_bdy"><div id="gs_bdy_sb" role="navigation"><div id="gs_bdy_sb_in"></div></div><div id="gs_bdy_ccl" role="main"><div id="gsc_bdy" class="gs_scl" data-tab="gsc_prf_t-art" data-usv=""><div class="gsc_rsb" role="navigation"><a id="gsc_rsb_gpl" class="gsc_rsb_s" href="/citations?hl=en">Get my own profile</a><div class="gsc_rsb_s gsc_prf_pnl" 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 "recent" 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">6179</td><td class="gsc_rsb_std">4812</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 "recent" 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">28</td><td class="gsc_rsb_std">26</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 "recent" 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">43</td><td class="gsc_rsb_std">38</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:582px;}.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:536px;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;">1200</div><div class="gsc_g_xtl" style="top:73px;">600</div><div class="gsc_g_xtl" style="top:113px;">300</div><div class="gsc_g_xtl" style="top:33px;">900</div></div><div class="gsc_md_hist_w"><div class="gsc_md_hist_b"><span class="gsc_g_t" style="right:483px">2009</span><span class="gsc_g_t" style="right:451px">2010</span><span class="gsc_g_t" style="right:419px">2011</span><span class="gsc_g_t" style="right:387px">2012</span><span class="gsc_g_t" style="right:355px">2013</span><span class="gsc_g_t" style="right:323px">2014</span><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:488px;top:158px;height:2px;z-index:16"><span class="gsc_g_al">20</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:456px;top:154px;height:6px;z-index:15"><span class="gsc_g_al">48</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:424px;top:154px;height:6px;z-index:14"><span class="gsc_g_al">52</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:392px;top:147px;height:13px;z-index:13"><span class="gsc_g_al">103</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:360px;top:138px;height:22px;z-index:12"><span class="gsc_g_al">168</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:328px;top:140px;height:20px;z-index:11"><span class="gsc_g_al">154</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:296px;top:137px;height:23px;z-index:10"><span class="gsc_g_al">175</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:264px;top:135px;height:25px;z-index:9"><span class="gsc_g_al">194</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:232px;top:136px;height:24px;z-index:8"><span class="gsc_g_al">181</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:200px;top:136px;height:24px;z-index:7"><span class="gsc_g_al">180</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:168px;top:132px;height:28px;z-index:6"><span class="gsc_g_al">217</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:136px;top:100px;height:60px;z-index:5"><span class="gsc_g_al">450</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:104px;top:55px;height:105px;z-index:4"><span class="gsc_g_al">789</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:72px;top:26px;height:134px;z-index:3"><span class="gsc_g_al">1010</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:40px;top:8px;height:152px;z-index:2"><span class="gsc_g_al">1145</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:8px;top:5px;height:155px;z-index:1"><span class="gsc_g_al">1164</span></a></div></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><button type="button" id="gsc_coauth_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><ul class="gsc_rsb_a"><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-lH1PdF8AAAAJ-img{width:29px;height:32px;}.gs_el_ta #gsc_rsb-lH1PdF8AAAAJ-img,.gs_el_ph #gsc_rsb-lH1PdF8AAAAJ-img{width:50px;height:56px;}</style><span id="gsc_rsb-lH1PdF8AAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Stefano Soatto" sizes="(max-width:981px) 50px,29px" src="/scholar/images/cleardot.gif" id="gsc_rsb-lH1PdF8AAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=lH1PdF8AAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=lH1PdF8AAAAJ&citpid=2 29w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=lH1PdF8AAAAJ&citpid=2 50w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=lH1PdF8AAAAJ&citpid=2 115w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=lH1PdF8AAAAJ&hl=en">Stefano Soatto</a><span class="gsc_rsb_a_ext">Professor of Computer Science, UCLA; Vice President, AWS AI</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at ucla.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-KFeN73wAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-KFeN73wAAAAJ-img,.gs_el_ph #gsc_rsb-KFeN73wAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-KFeN73wAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Rahul Bhotika" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-KFeN73wAAAAJ-img" class="gs_pp_df" data-src="/citations/images/avatar_scholar_56.png" data-srcset="/citations/images/avatar_scholar_32.png 32w,/citations/images/avatar_scholar_56.png 56w,/citations/images/avatar_scholar_128.png 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=KFeN73wAAAAJ&hl=en">Rahul Bhotika</a><span class="gsc_rsb_a_ext">Chief AI Officer, UnitedHealth Group</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at optum.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-uT8fgagAAAAJ-img{width:24px;height:32px;}.gs_el_ta #gsc_rsb-uT8fgagAAAAJ-img,.gs_el_ph #gsc_rsb-uT8fgagAAAAJ-img{width:42px;height:56px;}</style><span id="gsc_rsb-uT8fgagAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Rene Vidal" sizes="(max-width:981px) 42px,24px" src="/scholar/images/cleardot.gif" id="gsc_rsb-uT8fgagAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=uT8fgagAAAAJ&citpid=4" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=uT8fgagAAAAJ&citpid=4 24w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=uT8fgagAAAAJ&citpid=4 42w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=uT8fgagAAAAJ&citpid=4 96w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=uT8fgagAAAAJ&hl=en">Rene Vidal</a><span class="gsc_rsb_a_ext">Rachleff University Professor, University of Pennsylvania; Amazon Scholar; Chief Scientist, NORCE</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at seas.upenn.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-LiwtZz4AAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-LiwtZz4AAAAJ-img,.gs_el_ph #gsc_rsb-LiwtZz4AAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-LiwtZz4AAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Alessandro Achille" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-LiwtZz4AAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=LiwtZz4AAAAJ&citpid=13" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=LiwtZz4AAAAJ&citpid=13 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=LiwtZz4AAAAJ&citpid=13 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=LiwtZz4AAAAJ&citpid=13 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=LiwtZz4AAAAJ&hl=en">Alessandro Achille</a><span class="gsc_rsb_a_ext">Principal Applied Scientist, Amazon Web Services and Caltech</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at caltech.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-l7Qx0zAAAAAJ-img{width:29px;height:32px;}.gs_el_ta #gsc_rsb-l7Qx0zAAAAAJ-img,.gs_el_ph #gsc_rsb-l7Qx0zAAAAAJ-img{width:51px;height:56px;}</style><span id="gsc_rsb-l7Qx0zAAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Subhransu Maji" sizes="(max-width:981px) 51px,29px" src="/scholar/images/cleardot.gif" id="gsc_rsb-l7Qx0zAAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=l7Qx0zAAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=l7Qx0zAAAAAJ&citpid=2 29w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=l7Qx0zAAAAAJ&citpid=2 51w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=l7Qx0zAAAAAJ&citpid=2 116w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=l7Qx0zAAAAAJ&hl=en">Subhransu Maji</a><span class="gsc_rsb_a_ext">University of Massachusetts, Amherst</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at cs.umass.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-yLQF4mkAAAAJ-img{width:26px;height:32px;}.gs_el_ta #gsc_rsb-yLQF4mkAAAAJ-img,.gs_el_ph #gsc_rsb-yLQF4mkAAAAJ-img{width:45px;height:56px;}</style><span id="gsc_rsb-yLQF4mkAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Charless Fowlkes" sizes="(max-width:981px) 45px,26px" src="/scholar/images/cleardot.gif" id="gsc_rsb-yLQF4mkAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=yLQF4mkAAAAJ&citpid=4" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=yLQF4mkAAAAJ&citpid=4 26w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=yLQF4mkAAAAJ&citpid=4 45w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=yLQF4mkAAAAJ&citpid=4 103w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=yLQF4mkAAAAJ&hl=en">Charless Fowlkes</a><span class="gsc_rsb_a_ext">Department of Computer Science, University of California, Irvine</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at ics.uci.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-IrmANbcAAAAJ-img{width:25px;height:32px;}.gs_el_ta #gsc_rsb-IrmANbcAAAAJ-img,.gs_el_ph #gsc_rsb-IrmANbcAAAAJ-img{width:43px;height:56px;}</style><span id="gsc_rsb-IrmANbcAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Rizwan Chaudhry" sizes="(max-width:981px) 43px,25px" src="/scholar/images/cleardot.gif" id="gsc_rsb-IrmANbcAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=IrmANbcAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=IrmANbcAAAAJ&citpid=2 25w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=IrmANbcAAAAJ&citpid=2 43w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=IrmANbcAAAAJ&citpid=2 99w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=IrmANbcAAAAJ&hl=en">Rizwan Chaudhry</a><span class="gsc_rsb_a_ext">Prediction at Cruise</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at getcruise.com</span><span class="gsc_rsb_tap"><span 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href="/citations?user=Y-I1X9QAAAAJ&hl=en">Hao Yang</a><span class="gsc_rsb_a_ext">Amazon Web Services</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at amazon.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-w_XDRRsAAAAJ-img{width:26px;height:32px;}.gs_el_ta #gsc_rsb-w_XDRRsAAAAJ-img,.gs_el_ph #gsc_rsb-w_XDRRsAAAAJ-img{width:45px;height:56px;}</style><span id="gsc_rsb-w_XDRRsAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Paolo Favaro" sizes="(max-width:981px) 45px,26px" src="/scholar/images/cleardot.gif" id="gsc_rsb-w_XDRRsAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=w_XDRRsAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=w_XDRRsAAAAJ&citpid=2 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id="gsc_rsb-646vnpUAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=646vnpUAAAAJ&citpid=1" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=646vnpUAAAAJ&citpid=1 23w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=646vnpUAAAAJ&citpid=1 40w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=646vnpUAAAAJ&citpid=1 91w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=646vnpUAAAAJ&hl=en">Guneet Singh Dhillon</a><span class="gsc_rsb_a_ext">University of Oxford</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at stats.ox.ac.uk</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-8qsuHEoAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-8qsuHEoAAAAJ-img,.gs_el_ph 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href="/citations?user=c_z5hWEAAAAJ&hl=en">Pratik Chaudhari</a><span class="gsc_rsb_a_ext">University of Pennsylvania</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at seas.upenn.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-Rm7fVNoAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-Rm7fVNoAAAAJ-img,.gs_el_ph #gsc_rsb-Rm7fVNoAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-Rm7fVNoAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Gurumurthy Swaminathan" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-Rm7fVNoAAAAJ-img" class="gs_pp_df" data-src="/citations/images/avatar_scholar_56.png" data-srcset="/citations/images/avatar_scholar_32.png 32w,/citations/images/avatar_scholar_56.png 56w,/citations/images/avatar_scholar_128.png 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=Rm7fVNoAAAAJ&hl=en">Gurumurthy Swaminathan</a><span class="gsc_rsb_a_ext">Senior Applied Scientist, Amazon, Seattle, USA</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at alum.bu.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-j29kMCwAAAAJ-img{width:32px;height:29px;}.gs_el_ta #gsc_rsb-j29kMCwAAAAJ-img,.gs_el_ph #gsc_rsb-j29kMCwAAAAJ-img{width:56px;height:51px;}</style><span id="gsc_rsb-j29kMCwAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Pietro Perona" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-j29kMCwAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=j29kMCwAAAAJ&citpid=7" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=j29kMCwAAAAJ&citpid=7 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data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=C6Wu8M0AAAAJ&citpid=1" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=C6Wu8M0AAAAJ&citpid=1 26w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=C6Wu8M0AAAAJ&citpid=1 46w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=C6Wu8M0AAAAJ&citpid=1 106w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=C6Wu8M0AAAAJ&hl=en">Kwonjoon Lee</a><span class="gsc_rsb_a_ext">Honda Research Institute USA</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at honda-ri.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-BNEeEosAAAAJ-img{width:32px;height:30px;}.gs_el_ta #gsc_rsb-BNEeEosAAAAJ-img,.gs_el_ph #gsc_rsb-BNEeEosAAAAJ-img{width:56px;height:53px;}</style><span id="gsc_rsb-BNEeEosAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Hao Li" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-BNEeEosAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=BNEeEosAAAAJ&citpid=4" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=BNEeEosAAAAJ&citpid=4 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=BNEeEosAAAAJ&citpid=4 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=BNEeEosAAAAJ&citpid=4 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=BNEeEosAAAAJ&hl=en">Hao Li</a><span class="gsc_rsb_a_ext">Amazon AGI</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at amazon.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" 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37w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=ivApfKcAAAAJ&citpid=4 85w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=ivApfKcAAAAJ&hl=en">Gregory Hager</a><span class="gsc_rsb_a_ext">Mandell Bellmore Professor of Computer Science, Johns Hopkins University</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at cs.jhu.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-7KgIMosAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-7KgIMosAAAAJ-img,.gs_el_ph #gsc_rsb-7KgIMosAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-7KgIMosAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Orchid Majumder" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-7KgIMosAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=7KgIMosAAAAJ&citpid=1" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=7KgIMosAAAAJ&citpid=1 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=7KgIMosAAAAJ&citpid=1 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=7KgIMosAAAAJ&citpid=1 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=7KgIMosAAAAJ&hl=en">Orchid Majumder</a><span class="gsc_rsb_a_ext">Principal Research Engineer, Amazon</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at amazon.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li></ul><div class="gsc_rsb_hmv gs_ota gs_oph"><button type="button" class=" gs_btn_flat gs_btn_flact gs_btn_lrge gs_btn_lsu gsc_rsb_btnv"><span class="gs_wr"><span class="gs_lbl">View 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Ravichandran, S Soatto</div><div class="gs_gray">Proceedings of the IEEE/CVF conference on computer vision and pattern …<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=17021041287722537056" class="gsc_a_ac gs_ibl">1547</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:u-x6o8ySG0sC" class="gsc_a_at">Histograms of oriented optical flow and binet-cauchy kernels on nonlinear dynamical systems for the recognition of human actions</a><div class="gs_gray">R Chaudhry, A Ravichandran, G Hager, R Vidal</div><div class="gs_gray">2009 IEEE conference on computer vision and pattern recognition, 1932-1939<span class="gs_oph">, 2009</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=4176691261343551370" class="gsc_a_ac gs_ibl">907</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2009</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:YOwf2qJgpHMC" class="gsc_a_at">A baseline for few-shot image classification</a><div class="gs_gray">GS Dhillon, P Chaudhari, A Ravichandran, S Soatto</div><div class="gs_gray">arXiv preprint arXiv:1909.02729<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=7382548819855207602" class="gsc_a_ac gs_ibl">707</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:qjMakFHDy7sC" class="gsc_a_at">A closed form solution to robust subspace estimation and clustering</a><div class="gs_gray">P Favaro, R Vidal, A Ravichandran</div><div class="gs_gray">CVPR 2011, 1801-1807<span class="gs_oph">, 2011</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=14769383109207208061" class="gsc_a_ac gs_ibl">374</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2011</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:kNdYIx-mwKoC" class="gsc_a_at">Task2vec: Task embedding for meta-learning</a><div class="gs_gray">A Achille, M Lam, R Tewari, A Ravichandran, S Maji, CC Fowlkes, ...</div><div class="gs_gray">Proceedings of the IEEE/CVF international conference on computer vision …<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=16415309945633002317" class="gsc_a_ac gs_ibl">349</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:MXK_kJrjxJIC" class="gsc_a_at">Few-shot learning with embedded class models and shot-free meta training</a><div class="gs_gray">A Ravichandran, R Bhotika, S Soatto</div><div class="gs_gray">Proceedings of the IEEE/CVF international conference on computer vision, 331-339<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=10425690776420897242" class="gsc_a_ac gs_ibl">211</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:Wp0gIr-vW9MC" class="gsc_a_at">Rethinking the hyperparameters for fine-tuning</a><div class="gs_gray">H Li, P Chaudhari, H Yang, M Lam, A Ravichandran, R Bhotika, S Soatto</div><div class="gs_gray">arXiv preprint arXiv:2002.11770<span class="gs_oph">, 2020</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=14029720773108023404" class="gsc_a_ac gs_ibl">163</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2020</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:GnPB-g6toBAC" class="gsc_a_at">Winclip: Zero-/few-shot anomaly classification and segmentation</a><div class="gs_gray">J Jeong, Y Zou, T Kim, D Zhang, A Ravichandran, O Dabeer</div><div class="gs_gray">Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …<span class="gs_oph">, 2023</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=11372804904199492585" class="gsc_a_ac gs_ibl">157</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2023</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:d1gkVwhDpl0C" class="gsc_a_at">View-invariant dynamic texture recognition using a bag of dynamical systems</a><div class="gs_gray">A Ravichandran, R Chaudhry, R Vidal</div><div class="gs_gray">2009 IEEE conference on computer vision and pattern recognition, 1651-1657<span class="gs_oph">, 2009</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=1400644365654462814" class="gsc_a_ac gs_ibl">154</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2009</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:mB3voiENLucC" class="gsc_a_at">Mixed-privacy forgetting in deep networks</a><div class="gs_gray">A Golatkar, A Achille, A Ravichandran, M Polito, S Soatto</div><div class="gs_gray">Proceedings of the IEEE/CVF conference on computer vision and pattern …<span class="gs_oph">, 2021</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=12431567176471479932" class="gsc_a_ac gs_ibl">153</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2021</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:u5HHmVD_uO8C" class="gsc_a_at">Optical flow estimation & segmentation of multiple moving dynamic textures</a><div class="gs_gray">R Vidal, A Ravichandran</div><div class="gs_gray">Computer Vision and Pattern Recognition, 2005. CVPR 2005. IEEE Computer …<span class="gs_oph">, 2005</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=9840207392408830433" class="gsc_a_ac gs_ibl">141</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2005</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:W7OEmFMy1HYC" class="gsc_a_at">Categorizing Dynamic Textures using a Bag of Dynamical Systems</a><div class="gs_gray">A Ravichandran, R Chaudhry, R Vidal</div><div class="gs_gray">IEEE Transactions on Pattern Analysis and Machine Intelligence<span class="gs_oph">, 2012</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=13542305697235258392" class="gsc_a_ac gs_ibl">134</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2012</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:IWHjjKOFINEC" class="gsc_a_at">Exponential moving average normalization for self-supervised and semi-supervised learning</a><div class="gs_gray">Z Cai, A Ravichandran, S Maji, C Fowlkes, Z Tu, S Soatto</div><div class="gs_gray">Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …<span class="gs_oph">, 2021</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=5348747885279347992" class="gsc_a_ac gs_ibl">124</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2021</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:_Qo2XoVZTnwC" class="gsc_a_at">Class-incremental learning with strong pre-trained models</a><div class="gs_gray">TY Wu, G Swaminathan, Z Li, A Ravichandran, N Vasconcelos, R Bhotika, ...</div><div class="gs_gray">Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …<span class="gs_oph">, 2022</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=4887808237223642830" class="gsc_a_ac gs_ibl">75</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&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:iH-uZ7U-co4C" class="gsc_a_at">Task adaptive parameter sharing for multi-task learning</a><div class="gs_gray">M Wallingford, H Li, A Achille, A Ravichandran, C Fowlkes, R Bhotika, ...</div><div class="gs_gray">Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …<span class="gs_oph">, 2022</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=9982440423613269949" class="gsc_a_ac gs_ibl">73</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&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:TFP_iSt0sucC" class="gsc_a_at">Masked vision and language modeling for multi-modal representation learning</a><div class="gs_gray">G Kwon, Z Cai, A Ravichandran, E Bas, R Bhotika, S Soatto</div><div class="gs_gray">arXiv preprint arXiv:2208.02131<span class="gs_oph">, 2022</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=11379225922287402115" class="gsc_a_ac gs_ibl">63</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&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:Y0pCki6q_DkC" class="gsc_a_at">Video Registration Using Dynamic Textures</a><div class="gs_gray">A Ravichandran, R Vidal</div><div class="gs_gray">European Conference on Computer Vision, 514-526<span class="gs_oph">, 2008</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=8664973794943943501" class="gsc_a_ac gs_ibl">57</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2008</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:k_IJM867U9cC" class="gsc_a_at">Semi-supervised vision transformers at scale</a><div class="gs_gray">Z Cai, A Ravichandran, P Favaro, M Wang, D Modolo, R Bhotika, Z Tu, ...</div><div class="gs_gray">Advances in Neural Information Processing Systems 35, 25697-25710<span class="gs_oph">, 2022</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=6754765158856809680" class="gsc_a_ac gs_ibl">55</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&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:8k81kl-MbHgC" class="gsc_a_at">Cluster-trained machine learning for image processing</a><div class="gs_gray">MF Tappen, AA Ravichandran, H Boyraz, B Liu</div><div class="gs_gray">US Patent 9,704,054<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=5867224952827631822" class="gsc_a_ac gs_ibl">51</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&hl=en&user=28p_eLYAAAAJ&citation_for_view=28p_eLYAAAAJ:r0BpntZqJG4C" class="gsc_a_at">X-detr: A versatile architecture for instance-wise vision-language tasks</a><div class="gs_gray">Z Cai, G Kwon, A Ravichandran, E Bas, Z Tu, R Bhotika, S Soatto</div><div class="gs_gray">European Conference on Computer Vision, 290-308<span class="gs_oph">, 2022</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.co.in/scholar?oi=bibs&hl=en&cites=8802764110576830272" class="gsc_a_ac gs_ibl">50</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2022</span></td></tr></tbody></table><div id="gsc_a_sp"></div><div id="gsc_a_err" class="gs_alrt">The system can't perform the operation now. 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