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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 5</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 9<br>Tuesday 02/11/25</td>
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<td align="left">Detection</td>
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<td align="left">Detection I</td>
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<td align="left">
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<br>Readings:
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<br>#1: <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=5255236"> Pedro F Felzenszwalb et.al. </a>
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<br>#2: <a href="https://arxiv.org/abs/1311.2524">Ross Girshick et.al. </a>
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<br>#3: <a href="https://arxiv.org/abs/1506.02640">Joseph Redmon et al.</a>
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<br>#4: <a href="https://arxiv.org/abs/2005.12872">Nicolas Carion et al.</a>
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<br>#5: <a href="https://arxiv.org/abs/1703.06870">Kaiming He et al. </a>
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<br>#6: <a href="https://arxiv.org/abs/2304.02643">Alexander Kirillov et al.</a>
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</td>
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 10<br>Tuesday 02/13/25</td>
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<td align="left">Detection II</td>
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<td align="left">
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<br>Readings:
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<br>#1: <a href="https://arxiv.org/abs/1506.02640">Joseph Redmon et al.</a>
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<br>#2: <a href="https://arxiv.org/abs/2005.12872">Nicolas Carion et al.</a>
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<br>#3: <a href="https://arxiv.org/abs/1703.06870">Kaiming He et al. </a>
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<br>#4: <a href="https://arxiv.org/abs/2304.02643">Alexander Kirillov et al.</a>
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<br>Optional Readings:
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<br>#7: <a href="https://arxiv.org/abs/2112.01527">Bowen Cheng et al.</a>
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<br>#5: <a href="https://arxiv.org/abs/2112.01527">Bowen Cheng et al.</a>
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</td>
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 10<br>Thursday 02/13/25</td>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 6</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 11<br>Thursday 02/18/25</td>
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<td align="left">Generative Models I</td>
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<td align="left">
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<br>Readings:
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 6</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 11<br>Tuesday 02/18/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 12<br>Tuesday 02/20/25</td>
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<td align="left">Generative Models II</td>
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<td align="left">
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<br>Readings:
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<br>#5: <a href="https://arxiv.org/abs/1711.00937">Aaron van den Oord et al.</a>
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</td>
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<td align="left">Shubham</td>
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<td></td>
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<td>HW1 Due; HW2 Out (Generative Modeling - GAN, VAE, Diffusion)</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 12<br>Thursday 02/20/25</td>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 7</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 13<br>Thursday 02/25/25</td>
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<td align="left">Generative Models III</td>
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<td align="left">
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<br>Readings:
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<br>#4: <a href="https://proceedings.mlr.press/v37/sohl-dickstein15.pdf">J Sohl-Dickstein et al.</a>
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</td>
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<td align="left">Shubham</td>
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<td>HW1 Due; HW2 Out (Generative Modeling - GAN, VAE, Diffusion)</td>
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</tr>
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<tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 7</td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 13<br>Tuesday 02/25/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 14<br>Tuesday 02/27/25</td>
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<td align="left">SSL I</td>
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<td align="left">
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<br>Readings:
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 14<br>Thursday 02/27/25</td>
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<td align="left">SSL II</td>
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<td align="left">
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<br>Readings:
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<br>#1: <a href="https://arxiv.org/abs/2002.05709"> Ting Chen et al. </a>
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<br>#2: <a href="https://arxiv.org/abs/1911.05722"> Kaiming He et al. </a>
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<br>#3: <a href="https://arxiv.org/abs/1807.03748">Aaron van den Oord, Yazhe Li, Oriol Vinyals</a>
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<br>Optional Readings:
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<br>#4: <a href="https://arxiv.org/abs/2006.07733"> Jean-Bastien Grill et al. </a>
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<br>#5: <a href="https://arxiv.org/abs/2011.10566">Xinlei Chen and Kaiming He</a>
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</td>
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 8</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 15<br>Tuesday 03/04/25</td>
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<td align="left">Break</td>
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<td></td>
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<td></td>
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<td></td>
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</tr>
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<td sdnum="1033;0;@" align="left">Lecture 15<br>Thursday 03/06/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 16<br>Thursday 03/06/25</td>
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<td align="left">Break</td>
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<td></td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 15<br>Tuesday 03/11/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 17<br>Thursday 03/11/25</td>
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<td align="left">SSL II</td>
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<td align="left">
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<br>Readings:
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<br>#1: <a href="https://arxiv.org/abs/2002.05709"> Ting Chen et al. </a>
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<br>#2: <a href="https://arxiv.org/abs/1911.05722"> Kaiming He et al. </a>
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<br>#3: <a href="https://arxiv.org/abs/1807.03748">Aaron van den Oord, Yazhe Li, Oriol Vinyals</a>
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<br>Optional Readings:
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<br>#4: <a href="https://arxiv.org/abs/2006.07733"> Jean-Bastien Grill et al. </a>
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<br>#5: <a href="https://arxiv.org/abs/2011.10566">Xinlei Chen and Kaiming He</a>
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</td>
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 18<br>Tuesday 03/13/25</td>
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<td align="left">Vision & Language I</td>
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<br>Readings:
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<td align="left">Jun-Yan Zhu</td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 16<br>Thursday 03/13/25</td>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 10</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 19<br>Thursday 03/18/25</td>
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<td align="left">Vision & Language II</td>
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<td align=“left”>
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<br>Readings:
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<td align="left">Jun-Yan Zhu</td>
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<td></td>
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</tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 10</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 17<br>Tuesday 03/18/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 20<br>Tuesday 03/20/25</td>
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<td align="left">Learning & 3D I</td>
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<td align="left">
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<br>Readings:
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<br>#1: <a href="https://people.eecs.berkeley.edu/~efros/courses/AP06/Papers/hoiem-iccv-05.pdf"> Derek Hoiem, Alexei A. Efros, Martial Hebert </a>
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<br>#2: <a href="https://arxiv.org/abs/1411.4734">David Eigen, Rob Fergus </a>
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<br>#3: <a href="https://arxiv.org/abs/1906.02739">Georgia Gkioxari, Jitendra Malik, Justin Johnson</a></td>
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<td align="left">Shubham</td>
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<td></td>
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<td>HW2 Due; HW3 Out (VQA with Transformers)</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 18<br>Thursday 03/20/25</td>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 11</td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 21<br>Thursday 03/25/25</td>
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<td align="left">Learning & 3D II</td>
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<td align="left">
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<br>Readings:
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<br>#1: <a href="https://arxiv.org/abs/1612.00593"> Charles R. Qi*, Hao Su* et al. </a>
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<br>#2: <a href="https://dl.acm.org/doi/pdf/10.1145/3326362">Yue Wang et al. </a>
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<br>#3: <a href="https://openaccess.thecvf.com/content_CVPR_2019/papers/Park_DeepSDF_Learning_Continuous_Signed_Distance_Functions_for_Shape_Representation_CVPR_2019_paper.pdf">Jeong Joon Park et al.</a></td>
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<td align="left">Shubham</td>
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<td>HW2 Due; HW3 Out (VQA with Transformers)</td>
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</tr>
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<tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 11</td>
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<td></td>
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<td sdnum="1033;0;@" align="left">Lecture 19<br>Tuesday 03/25/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 22<br>Tuesday 03/27/25</td>
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<td align="left">Action Recognition & Videos I</td>
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<br>Readings:
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 12</td>
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</tr>
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<td sdnum="1033;0;@" align="left">Lecture 20<br>Thursday 03/27/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 23<br>Thursday 04/01/25</td>
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<td align="left">Action Recognition & Videos II</td>
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<br>Readings:
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<td align="left">Shubham</td>
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<td></td>
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</tr>
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<td sdnum="1033;0;@" align="left">Lecture 24<br>Thursday 04/03/25</td>
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<td align="left">Carnival</td>
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<td></td>
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<td></td>
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<td></td>
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</tr>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 12</td>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 13</td>
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<td sdnum="1033;0;@" align="left">Lecture 21<br>Tuesday 04/01/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 25<br>Tuesday 04/08/25</td>
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<td align="left">Promptable Vision Models</td>
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<br>Readings:
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<td></td>
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<td sdnum="1033;0;@" align="left">Lecture 21<br>Thursday 04/03/25</td>
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<td align="left">Carnival</td>
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<td></td>
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<td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 13</td>
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<td sdnum="1033;0;@" align="left">Lecture 22<br>Tuesday 04/08/25</td>
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<td align="left">Guest Lecture I: Multi-modal Vision Models</td>
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<br>Readings: TBD</br></td>
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<td align="left">Guest</td>
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<td></td>
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<td sdnum="1033;0;@" align="left">Lecture 23<br>Thursday 04/10/25</td>
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<td align="left">Guest Lecture II: Vision for Robots</td>
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<td sdnum="1033;0;@" align="left">Lecture 26<br>Thursday 04/10/25</td>
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<td align="left">Guest Lecture I: Vision for Robots</td>
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<br>Readings: TBD</br></td>
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<td align="left">Guest</td>
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</tr>
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<td sdnum="1033;0;@" align="left">Lecture 24<br>Tuesday 04/15/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 27<br>Tuesday 04/15/25</td>
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<td align="left">Efficient Deep Learning</td>
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<br>Readings:
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<td></td>
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<td sdnum="1033;0;@" align="left">Lecture 25<br>Thursday 04/17/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 28<br>Thursday 04/17/25</td>
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<td align="left">Conclusion</td>
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<br>No Readings</br></td>
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</tr>
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<td sdnum="1033;0;@" align="left">Lecture 26<br>Tuesday 04/22/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 29<br>Tuesday 04/22/25</td>
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<td align="left">Poster Presentation I</td>
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<td align="left"></td>
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<td></td>
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</tr>
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<tr>
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<td sdnum="1033;0;@" align="left">Lecture 27<br>Thursday 04/24/25</td>
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<td sdnum="1033;0;@" align="left">Lecture 30<br>Thursday 04/24/25</td>
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<td align="left">Poster Presentation II</td>
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<td align="left"></td>

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