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donglaiw committed Mar 18, 2024
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<td align=center colspan="5">No Class (Happy Spring Break)</td>
</tr>
<tr>
<td rowspan=3 style="vertical-align:middle;text-align:center;">MLP Model<br />[Week 9]</td>
<td rowspan=4 style="vertical-align:middle;text-align:center;">MLP Model<br />[Week 9]</td>
<td>Mon, Mar. 11</td>
<td class="topic">
<a href="https://www.dropbox.com/scl/fi/djxyxw6g9a5btpz0addol/lec20-ml-lc2.key.pdf?rlkey=5lil2i8o83zkprqg3c0arye0l&dl=0">Lec. 20:
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</td>
</tr>

<tr>
<td>Mon, Mar. 18</td>
<td class="topic">
<a href="https://www.dropbox.com/scl/fi/iu8hczzab7ki0uu8zh34t/lec23-dl-mlp2.key.pdf?rlkey=to6hgzrxgdtqtljcyemxs2lvd&dl=0">Lec. 23:
Multilayer Perceptron (MLP) II</a>
<div class="subtopic">
Layer: Dropout
<br/>Optimization: backpropagation
</div>
</td>
<td>
<ul class="materials">
<li>[F] Chap. 3.4, 4.5</a></li>
</ul>
</td>

<td>
ps3 out (dl)
</td>
</tr>

<tr>
<td rowspan=3 style="vertical-align:middle;text-align:center;">CNN Model<br />[Week 10]</td>
<td>Mon, Mar. 18</td>
</tr>
<tr>
<td>Wed, Mar. 20</td>
<td class="topic">
<a class="nope" href="https://www.dropbox.com/s/b5vwynk0kfi38v6/lec15-dl-cnn.pdf?dl=0">Lec. 21:
LeNet and AlexNet</a>
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</li>
</ul>
</td>

<td>
ps3 out (dl)
<font color=#800000>lab6 due</font>
</td>

</tr>
<tr>
<td>Wed, Mar. 20</td>
<td>Fri, Mar. 22</td>
<td class="topic">
<a class="nope" href="https://www.dropbox.com/s/5mebcdsnnaoxcmm/lec17-dl-review.pdf?dl=0">Lec.
22: VGGNet, BatchNorm, and ResNet</a>
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</li>
</ul>
</td>
<td>
<font color=#800000>lab6 due</font>
</td>

</tr>
<tr>
<td>Fri, Mar. 22</td>
<td class="topic">
<!--td class="topic">
<a class="nope" href="https://www.dropbox.com/s/5mebcdsnnaoxcmm/lec17-dl-review.pdf?dl=0">Lec.
23: Recent Advances</a>
<div class="subtopic">
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<ul class="materials">
<li>Papers: <a href="https://arxiv.org/abs/2201.03545">ConvNeXt</a> </li>
</ul>
</td>
</td-->
<td>
<font color=#800000>fp check-in (model)</font>
</td>
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