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Dear Colleagues,</div>
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We are excited to invite contributions to our CVPR 2026 Workshop on <span style="color: rgb(17, 85, 204);">
<u><a style="color: rgb(17, 85, 204);" class="OWAAutoLink" id="OWAd3c0c0d1-440f-29b5-53cc-5b209703a7e3" href="https://relearncvpr26.github.io/ReLearn/">“Rediscovering Intelligence: Can AI Still Learn from Humans?” (ReLearn)</a></u></span>, taking place on Wednesday,
June 3, 2026, in Denver, USA.</div>
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ReLearn studies the relationship between human and machine intelligence, exploring how cognitive and psychological insights can still guide the future of AI. We aim to bridge computer vision, cognitive science, and psychology to study reasoning, social understanding,
and hybrid learning to shape the next generation of intelligent systems.</div>
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<span style="font-weight: 700;">Call for Workshop Contributions</span></div>
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We invite authors to submit unpublished papers that align with our core themes:</div>
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<span style="font-weight: 700;">Human-inspired foundations</span> of reasoning and Theory of Mind (ToM).</div>
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<span style="font-weight: 700;">Learning with humans</span> via feedback, interaction, and pedagogical intent.</div>
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<span style="font-weight: 700;">Beyond the human blueprint</span> through self-supervision and autonomous discovery.</div>
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<span style="font-weight: 700;">Hybrid intelligence</span>, trust, alignment, and safety.</div>
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Submission Guidelines<span style="font-weight: 700;">:</span></div>
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<span style="font-weight: 700;">Format:</span> CVPR 2026 template (double column, max 8 pages excluding references).</div>
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<span style="font-weight: 700;">Reviewing:</span> Single-stage, double-blind via <span style="color: rgb(17, 85, 204);">
<u><a style="color: rgb(17, 85, 204);" class="OWAAutoLink" id="OWA467fb0eb-92b2-95aa-1272-57f5fb7cefaf" href="https://openreview.net/group?id=thecvf.com/CVPR/2026/Workshop/ReLearn">OpenReview</a></u></span>.</div>
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<span style="font-weight: 700;">Important Dates:</span></div>
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<span style="font-weight: 700;">Submission Deadline:</span> March <s>6</s> 11, 2026</div>
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<span style="font-weight: 700;">Notification to Authors:</span> March <s>20</s> 25, 2026</div>
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<span style="font-weight: 700;">Camera-Ready:</span> April 10, 2026</div>
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<span style="font-weight: 700;">Accepted papers</span> will be published in the official CVPR Workshops proceedings and the Computer Vision Foundation (CVF) Open Access archive.</div>
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<span style="font-weight: 700;">Call for Participation in The Multimodal Theory of Mind (ToM) Challenge</span></div>
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Accompanying the workshop is the <span style="font-weight: 700;">Multimodal Theory of Mind (ToM) Challenge</span>, which tasks participants with inferring goals and beliefs from videos, textual scene descriptions, and dialogues.</div>
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The challenge features two distinct tracks:</div>
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<span style="font-weight: 700;">Track 1:</span> Reasoning from a single agent's behavior.</div>
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<span style="font-weight: 700;">Track 2:</span> Reasoning from multi-agent interactions.</div>
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<span style="font-weight: 700;">Timeline:</span> The challenge is currently open, with final submissions due
<span style="font-weight: 700;">May 3 2026</span> on the <span style="color: rgb(17, 85, 204);">
<u><a style="color: rgb(17, 85, 204);" class="OWAAutoLink" id="OWAf3e5557a-8372-a1ef-9861-6b6133c27ac3" href="https://relearnchallenge.onrender.com/">challenge website</a></u></span>.</div>
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<span style="font-weight: 700;">Important Links</span></div>
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Workshop Website:<span style="color: rgb(17, 85, 204);"><u><a style="color: rgb(17, 85, 204);" class="OWAAutoLink" id="OWA3e1be3c9-93cc-dca5-a46a-668d4c26cadf" href="https://relearncvpr26.github.io/ReLearn/"> https://relearncvpr26.github.io/ReLearn/</a></u></span></div>
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Challenge Website:<span style="color: rgb(17, 85, 204);"><u><a style="color: rgb(17, 85, 204);" class="OWAAutoLink" id="OWAa3eefecf-9c99-bea5-3149-871ea648675f" href="https://relearnchallenge.onrender.com/"> https://relearnchallenge.onrender.com/</a></u></span></div>
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Thanks for Lambda’s sponsorship, we will provide awards for best papers, challenges winners, and accepted papers.</div>
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We look forward to your contributions and to seeing you in Denver to discuss the future of human and machine intelligence!</div>
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Best regards,</div>
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ReLearn Organizing Committee</div>
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