<div dir="ltr"><p style="margin:0px;text-align:center;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;text-align:center;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.<span class="gmail-Apple-converted-space"> </span></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: <b>March 4th 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/">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">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;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_m5rwehbp0" alt="image.png" width="506" height="344" style="margin-right: 0px;"><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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </span>Submitted manuscripts should follow the <a href="https://github.com/cvpr-org/author-kit/archive/refs/tags/CVPR2025-v3.1%28latex%29.zip">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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </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><span class="gmail-Apple-tab-span">  </span>Short papers will be linked at the workshop webpage 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><span class="gmail-Apple-tab-span">  </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>