Update schedule Week 4.html

Author: AnanyaBal

schedule.html

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       <td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 4</td>
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-      <td sdnum="1033;0;@" align="left">Lecture 5<br>Monday 09/14/25</td>
+      <td sdnum="1033;0;@" align="left">Lecture 5<br>Monday 09/15/25</td>
       <td align="left"><a href="">Attention and Transformers I</a></td>
       <td align="left">
-      <br>Readings:<br>#1:<a href="https://arxiv.org/pdf/1412.0035.pdf">Aravindh Mahendran, Andrea Vedaldi </a>
-      <br>#2: <a href="https://arxiv.org/pdf/1704.05796.pdf">David Bau, Bolei Zhou, et al. </a>
-      <br>#3: <a href="https://arxiv.org/abs/1610.02391">Ramprasaath R. Selvaraju et al. </a>
-      <br>#4: <a href="https://distill.pub/2017/feature-visualization/">Olah et al.</a></td>
-      <td align="left">Shubham</td>
+      <br>Readings:<br>#1: <a href="https://arxiv.org/abs/1706.03762">Ashish Vaswani et al. </a>
+      <br>#2: <a href="https://arxiv.org/pdf/1409.3215">Ilya Sutskever, Oriol Vinyals, Quoc V. Le  </a>
+      <br>#3: <a href="https://arxiv.org/pdf/1409.0473"> Dzmitry Bahdanau, KyungHyun Cho, Yoshua Bengio </a>
+	  
+	  <br>Optional Readings:<br>#1: <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1467423">Antoni Buades, Bartomeu Coll, and Jean-Michel Morel  </a></td>
+      <td align="left">Jun-Yan</td>
       <td></td>
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+	
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-      <td sdnum="1033;0;@" align="left">Lecture 6<br>Thursday 01/30/25</td>
-      <td align="left"> <a href="https://canvas.cmu.edu/files/12333153">Visualizing CNNs + Intro to RNNs</a></td>
-      <td align="left">
-      <br>Readings:<br>#1: <a href="https://arxiv.org/abs/1706.03762">Ashish Vaswani et al.</a>
-      <br>#2: <a href="https://proceedings.neurips.cc/paper/2014/file/a14ac55a4f27472c5d894ec1c3c743d2-Paper.pdf">Ilya Sutskever, Oriol Vinyals, Quoc V. Le</a>
-      <br>#3: <a href="https://arxiv.org/pdf/1409.0473.pdf"> Dzmitry Bahdanau, KyungHyun Cho,  Yoshua Bengio</a>
-      <br>Optional Readings:
-      <br>#4: <a href="https://www.bioinf.jku.at/publications/older/2604.pdf"> Sepp Hochreiter, et al</a></td>
-      <td align="left">Shubham</td>
+      <td sdnum="1033;0;@" align="left">Lecture 6<br>Wednesday 09/17/25</td>
+      <td align="left"> <a href="">Attention and Transformers II </a></td>
+       <td align="left">
+        <br>Readings:
+        <br>#1: <a href="https://arxiv.org/abs/2010.11929">Alexey Dosovitskiy et al.</a>
+        <br>#2: <a href="https://arxiv.org/abs/2103.14030">Ze Liu et al.</a>
+        <br>#3: <a href="https://arxiv.org/abs/2107.14795">Andrew Jaegle et al.</a>
+        <br>Optional Readings:
+        <br>#4: <a href="https://arxiv.org/abs/2105.01601">Ilya Tolstikhin et al.</a>
+      </td>
+      <td align="left">Jun-Yan</td>
       <td>HW1 Out (Classification + Detection)</td>
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+	 <!-- <tr>
 
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       <td colspan="6" class="schedule_week" align="center" height="28" valign="middle">Week 4</td>