<div dir="ltr"><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><b>PixFoundation: 1st Workshop on Pixel-level Vision Foundation Models</b></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><b> in conjunction with IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. </b></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)">*** FULL PAPER SUBMISSION DEADLINE EXTENSION: <b>March 9th 2025 23:59 PST</b> ***</p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><br></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><b>Workshop Website:</b> <a href="https://sites.google.com/view/pixfoundation/" target="_blank">https://sites.google.com/view/pixfoundation/</a></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><b>CMT3 Submission:</b> <a href="https://cmt3.research.microsoft.com/PixFoundation2025" target="_blank">https://cmt3.research.microsoft.com/PixFoundation2025</a></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><br></p><p style="margin:0px;font-stretch:normal;line-height:normal;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><font face="arial, sans-serif">***We are encouraging especially <b>CVPR 2025 dual submissions</b> and <b>4-page short non archival papers</b> to share new insights and findings in our workshop.***</font></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"></p><img src="cid:ii_m7pwlenn0" alt="image.png" width="506" height="344"><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><br></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><br></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><b>CALL FOR PAPERS:</b></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)">We encourage submissions that are under one of the topics of interest, but also we welcome other interesting and relevant research for pixel-level understanding with vision foundation models.</p><ul><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Vision foundation models in pixel-level image and video understanding tasks, including: pixel-level grounding and reasoning, video segmentation, referring segmentation and its video counterpart, tracking, actor-action segmentation, depth estimation, motion estimation, etc.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Adaptation, generalization, and prompting of vision foundation models.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Interpretation and benchmarking of vision foundation models and their training data.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Real-world applications with focus on the societal impact of vision foundation models</li></ul><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)">Accepted papers will be presented at the poster session, some as orals and one paper will be awarded as the best paper.</p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><br></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><b>Submission Guidelines:</b></p><ul><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>We accept submissions of max 8 pages (excluding references). We encourage authors to submit 4 page work as well.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>We accept dual submissions to CVPR 2025 and PixFoundation 2025.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Submitted manuscripts should follow the <a href="https://github.com/cvpr-org/author-kit/archive/refs/tags/CVPR2025-v3.1%28latex%29.zip" target="_blank">CVPR 2025 paper template</a>.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Submissions will be rejected without review if they:</li><ul style="list-style-type:disc"><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Contain more than 8 pages (excluding references).</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Violate the double-blind policy.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Violate the dual-submission policy for papers with more than 4 pages excluding references.</li></ul><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>The accepted papers will be in the main conference workshops proceedings if the authors agree (this option is valid only for full-length papers not published at CVPR 2025).</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Short 4-page papers should be submitted as non-archival submissions, do not need to obey the dual submission policy and should provide new findings/insights not presented or published earlier. Accepted short papers will be linked at the workshop webpage and presented in the workshop but will not be in the main conference proceedings.</li><li style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)"><span style="color:rgb(199,200,201)"></span>Papers will be peer reviewed under double-blind policy, and must be submitted online through the CMT submission system.</li></ul><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0);min-height:14px"><br></p><p style="margin:0px;font-stretch:normal;font-size:12px;line-height:normal;font-family:Helvetica;font-size-adjust:none;font-kerning:auto;font-variant-alternates:normal;font-variant-ligatures:normal;font-variant-numeric:normal;font-variant-east-asian:normal;font-feature-settings:normal;color:rgb(0,0,0)">You can also follow us on <b>Twitter</b> for our workshop updates, <b>@PixFoundationCV</b>.</p></div>