<div dir="ltr"><div dir="ltr"><div><span id="m_3373098351187027137gmail-docs-internal-guid-9d1b6cf4-7fff-36a9-75f9-eb209cd234df"><span class="gmail_default" style=""><font face="verdana, sans-serif">Dear colleagues, </font></span></span></div><div><font face="verdana, sans-serif"><span><span style="color:rgba(0,0,0,0.9);font-size:14px">We are inviting submissions to the 4th edition of <span class="gmail_default" style="">the</span><span class="gmail_default" style=""></span> Multimodal Algorithmic Reasoning Workshop  at CVPR 2025. If you work in multimodal learning, mathematical reasoning, large vision-and-language models, or topics related to LLMs and cognition, we encourage you to submit your latest research to our workshop<span class="gmail_default" style="">. Please see the details below. </span></span></span>Apologies for cross-posting. </font></div><div><span><font color="rgba(0, 0, 0, 0.9)" face="verdana, sans-serif"><span style="font-size:14px"><br></span></font></span></div><div><span><font color="rgba(0, 0, 0, 0.9)" face="verdana, sans-serif"><span style="font-size:14px"><br></span></font><p dir="ltr" style="line-height:1.656;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:12pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif"><span class="gmail_default" style="">4th Edition of the </span>Multimodal Algorithmic Reasoning Workshop (MAR 2025)</font></span></p><p dir="ltr" style="line-height:1.656;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:12pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">June 11 or 12th, 2025, Nashville, TN</font></span></p><p dir="ltr" style="line-height:1.656;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">Held in conjunction with CVPR 2025</font></span></p><p dir="ltr" style="line-height:1.656;text-align:center;margin-top:0pt;margin-bottom:0pt"><a href="https://marworkshop.github.io/cvpr25/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline"><font face="verdana, sans-serif">https://marworkshop.github.io/cvpr25/</font></span></a></p><font face="verdana, sans-serif"><br><br></font><p dir="ltr" style="line-height:1.656;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">CALL FOR <span class="gmail_default" style="font-family:verdana,sans-serif"></span>P<span class="gmail_default" style="font-family:verdana,sans-serif">APERS</span></font></span></p><p dir="ltr" style="line-height:1.656;text-align:justify;background-color:rgb(255,253,250);margin-top:0pt;margin-bottom:0pt;padding:12pt 0pt"><span style="color:rgb(0,0,0);text-align:start;background-color:rgb(255,255,255)"><font face="verdana, sans-serif" style="">The focus of this workshop is to bring together researchers in multimodal reasoning and cognitive models of intelligence, towards positioning the current research progress in AI within the overarching goal of achieving human-like machine intelligence and together develop new models for algorithmic intelligence. An important goal is to bring to the forefront problems in perception, language modeling, and cognition that are often overlooked in state-of-the-art research and that are important for making true progress in AI. To effectuate this goal, we plan to bring <span class="gmail_default" style="font-family:verdana,sans-serif">together </span>outstanding faculty/researchers working at the intersections of vision, language, and cognition to provide their opinions on the recent breakthroughs, as well as showcase their cutting edge research that could inspire the audience to search for the missing rungs on the ladder to true intelligence.</font></span></p></span><span><p dir="ltr" style="line-height:1.656;text-align:justify;background-color:rgb(255,253,250);margin-top:0pt;margin-bottom:0pt;padding:0pt 0pt 12pt"><span style="color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif" style="">We invite you to submit high-quality papers to the workshop that propose innovative approaches, theoretical insights, or practical applications towards advancing this exciting field, as well as foster meaningful discussions and collaborations.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">__________________________________________________________________________</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">KEYNOTE SPEAKERS</font></span></p><ol style="margin-top:0px;margin-bottom:0px"><li dir="ltr" style="list-style-type:decimal;font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif"><a href="https://cordeliaschmid.github.io/">Dr. Cordelia Schmid</a> (Inria<span class="gmail_default" style=""></span>)</font></span></p></li><li dir="ltr" style="list-style-type:decimal;font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif"><a href="https://blender.cs.illinois.edu/hengji.html">Prof. Heng Ji </a>(UIUC)</font></span></p></li><li dir="ltr" style="list-style-type:decimal;font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif"><a href="https://agarwl.github.io/">Dr. Rishabh Agarwal</a> (Google DeepMind)</font></span></p></li><li dir="ltr" style="list-style-type:decimal;font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline;white-space:pre-wrap"><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif"><a href="https://cims.nyu.edu/~brenden/">Prof. Brend<span class="gmail_default" style="">e</span>n <span class="gmail_default" style="">M. </span>Lake</a> (NYU)</font></span></p></li></ol><p dir="ltr" style="line-height:1.656;background-color:rgb(255,253,250);margin-top:0pt;margin-bottom:0pt;padding:0pt 0pt 6pt"><font face="verdana, sans-serif"><br></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">___________________________________________________________________________</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">IMPORTANT DATES & DETAILS</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><span class="gmail_default" style="">Extended </span>Submission deadline: ***March 19, 2025***</span><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"> (11:59 PM PDT) <span class="gmail_default" style=""> (March 12 earlier)</span></span></font></p><p dir="ltr" style="line-height:1.9872;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">Paper decisions to authors: April 3, 2025</font></span></p><p dir="ltr" style="line-height:1.9872;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">Camera-ready deadline: April 7, 2025 </font></span></p><p dir="ltr" style="line-height:1.9872;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif"><br></font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">___________________________________________________________________________</font></span></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">TOPICS</font></span></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">We invite submissions of high-quality research papers in the topics related to multimodal algorithmic reasoning. The topics for MAR 2025 include, but are not limited to:</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Multimodal <span class="gmail_default" style=""></span>l<span class="gmail_default" style="">earning</span></font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Algorithmic reasoning in vision, including program synthesis, planning, and procedural learning</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Neural architectures and approaches for mathematical reasoning</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Architectures for aligning/integrating multimodal foundation models, including vision, language, audio, and 3D content.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Architectures for solving abstract multimodal reasoning/language-based IQ puzzles, e.g., using sketches, diagrams, audio-visual clips, etc.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* New tasks, datasets, benchmarks, and models for multimodal reasoning including algorithmic reasoning, neuro-symbolic reasoning, abstract reasoning, mathematical reasoning, etc.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Extreme generalization to new tasks and few-shot concept induction</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Synthetic data and automatic verification for reasoning</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Multimodal agents including programmable agent, tool-use agent, etc., for reasoning tasks</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Position papers on novel perspectives to understand AI and human problem solving</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Studies comparing AI and human problem solving skills, including but not limited to: i) Perspectives from psychology, neuroscience, and educational science, ii) Children's cognitive development, and iii) Limitations of large vision-and-language models</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Vision-and-language applications.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">___________________________________________________________________________</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">SUBMISSION INSTRUCTIONS </font></span></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">We have two tracks for paper submissions:</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">      1. Papers with IEEE/CVF workshop proceedings (≤ 8 pages)</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">      2. Papers without workshop proceedings (4 or  <=8 pages)</font></span></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><span style="font-size:10pt;color:rgb(33,33,33);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">For track 1, we are inviting only original, previously unpublished papers, and dual submissions are not allowed. </span><span style="font-size:10pt;color:rgb(47,49,56);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">The page limits described above are excluding the references. Papers accepted to track 2 will not be included in the proceedings, however will be publicly shared on the workshop website. The submissions to this track can be novel/ongoing work (limited to 4 pages) or accepted/previously published papers (limited to 8 pages), both excluding references. Please see the workshop website for more details.</span></font></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">* </span><span style="font-size:10pt;color:rgb(33,33,33);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">All submissions are handled via the workshop’s CMT website: </span><a href="https://cmt3.research.microsoft.com/MAR2025/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">https://cmt3.research.microsoft.com/MAR2025/</span></a><span style="font-size:10pt;color:rgb(33,33,33);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">.</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Submissions should be made in PDF format and should follow the official CVPR 2025 template and guidelines. </font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* All submissions should maintain author anonymity and should abide by the CVPR conference guidelines for double-blind review.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Accepted papers will be presented as either an oral, spotlight, or poster presentation. At least one author of each accepted submission must present the paper at the workshop. </font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Presentation of accepted papers at our workshop will follow the same policy as that for accepted papers at the CVPR main conference</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Papers accepted in track 1 will be part of the CVPR 2025 workshop proceedings.</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">* Authors may optionally upload supplementary materials, the deadline for which is the same as that of the main paper and should be submitted separately.</font></span></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">___________________________________________________________________________</span><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><br></span><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">WORKSHOP ORGANIZERS</span></font></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="http://users.cecs.anu.edu.au/~cherian/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Anoop Cherian</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Mitsubishi Electric Research Laboratories</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="https://www.merl.com/people/kpeng" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Kuan-Chuan Peng</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Mitsubishi Electric Research Laboratories</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="https://www.merl.com/people/slohit" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Suhas Lohit</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Mitsubishi Electric Research Laboratories</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="https://sites.google.com/view/hongluzhou/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Honglu Zhou</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Salesforce AI Research</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="https://www.linkedin.com/in/le-tycho-xue-5abbb9157/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Lu Xue</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Salesforce AI Research</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="http://www.mit.edu/~k2smith/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Kevin A. Smith</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Massachusetts Institute of Technology</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="https://www.merl.com/people/tmarks" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Tim K. Marks</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Mitsubishi Electric Research Laboratories</span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><a href="http://web.mit.edu/cocosci/josh.html" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">Joshua B. Tenenbaum</span></a><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">, Massachusetts Institute of Technology</span></font></p><font face="verdana, sans-serif"><br></font><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">___________________________________________________________________________</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><font face="verdana, sans-serif">CONTACT</font></span></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Email: </span><span style="font-size:10pt;color:rgb(17,85,204);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"><a href="mailto:smart101@googlegroups.com" target="_blank">smart101@googlegroups.com</a></span><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline"> </span></font></p><p dir="ltr" style="line-height:1.656;margin-top:0pt;margin-bottom:0pt"><font face="verdana, sans-serif"><span style="font-size:10pt;color:rgb(0,0,0);background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;vertical-align:baseline">Website: </span><a href="https://marworkshop.github.io/cvpr25/" style="text-decoration-line:none" target="_blank"><span style="font-size:10pt;background-color:transparent;font-variant-numeric:normal;font-variant-east-asian:normal;font-variant-alternates:normal;text-decoration-line:underline;vertical-align:baseline">https://marworkshop.github.io/cvpr25/</span></a></font></p><br></span></div><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><div style="font-family:verdana,sans-serif"></div></div></div></div>
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