@@ -48,7 +48,7 @@ Course announcements will be announced through Piazza. If you are in the class,
4848
4949## Syllabus
5050
51- < table style =" table-layout : fixed ; font-size : 88% ;" >
51+ table style="table-layout: fixed; font-size: 88%;">
5252 <thead >
5353 <tr>
5454 <th style="width: 5%;">Date</th>
@@ -64,13 +64,13 @@ Course announcements will be announced through Piazza. If you are in the class,
6464 <td>Nicholas Carlini</td>
6565 <td><u>Main Reading:</u>
6666 <ul>
67- <li>https://arxiv.org/pdf/1802.00420.pdf</li>
68- <li>https://arxiv.org/pdf/1802.05666.pdf</li>
67+ <li>https://arxiv.org/pdf/1802.00420.pdf</li>
68+ <li>https://arxiv.org/pdf/1802.05666.pdf</li>
6969 </ul>
7070 <u>Background Reading:</u>
7171 <ul>
72- <li>https://arxiv.org/pdf/1706.06083.pdf</li>
73- <li>https://arxiv.org/pdf/1608.04644.pdf</li>
72+ <li>https://arxiv.org/pdf/1706.06083.pdf</li>
73+ <li>https://arxiv.org/pdf/1608.04644.pdf</li>
7474 </ul>
7575 </td>
7676 <td><a href="https://www.youtube.com/watch?v=EkY9GGGCLhA&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1&index=2&t=0s">Video</a></td>
@@ -96,7 +96,7 @@ Course announcements will be announced through Piazza. If you are in the class,
9696 <td>Coline Devin</td>
9797 <td><u>Main Reading:</u>
9898 <ul>
99- <li>https://arxiv.org/abs/1708.04225</li>
99+ <li>https://arxiv.org/abs/1708.04225</li>
100100 <li>https://arxiv.org/abs/1609.07088</li>
101101 </ul>
102102 <u>Background Reading:</u>
@@ -112,13 +112,13 @@ Course announcements will be announced through Piazza. If you are in the class,
112112 <td>Amir Zamir</td>
113113 <td><u>Main Reading:</u>
114114 <ul>
115- <li><a href="http://taskonomy.stanford.edu/taskonomy_CVPR2018.pdf">Taskonomy</a></li>
116- <li><a href="https://arxiv.org/abs/1704.06888">Time Contrastive Networks</a></li>
115+ <li><a href="http://taskonomy.stanford.edu/taskonomy_CVPR2018.pdf">Taskonomy</a></li>
116+ <li><a href="https://arxiv.org/abs/1704.06888">Time Contrastive Networks</a></li>
117117 </ul>
118118 <u>Background Reading:</u>
119119 <ul>
120- <li><a href="https://arxiv.org/abs/1505.05192">https://arxiv.org/abs/1505.05192</a></li>
121- <li><a href="https://arxiv.org/abs/1403.6382">https://arxiv.org/abs/1403.6382</a></li>
120+ <li><a href="https://arxiv.org/abs/1505.05192">https://arxiv.org/abs/1505.05192</a></li>
121+ <li><a href="https://arxiv.org/abs/1403.6382">https://arxiv.org/abs/1403.6382</a></li>
122122 </ul>
123123 </td>
124124 <td><a href="https://www.youtube.com/watch?v=3QuRmtIuIpM&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1&index=4">Video</a></td>
@@ -135,7 +135,7 @@ Course announcements will be announced through Piazza. If you are in the class,
135135 <u>Background Reading:</u>
136136 <ul>
137137 <li><a href="https://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Long_Fully_Convolutional_Networks_2015_CVPR_paper.pdf">Fully Convolutional Networks for Semantic Segmentation</a></li>
138- <li><a href="https://arxiv.org/abs/1511.07122">Multi-Scale Context Aggregation by Dilated Convolutions</a></li>
138+ <li><a href="https://arxiv.org/abs/1511.07122">Multi-Scale Context Aggregation by Dilated Convolutions</a></li>
139139 </ul>
140140 </td>
141141 <td><a href="https://www.youtube.com/watch?v=nQCSCFXVJuA&index=5&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1">Video></a></td>
@@ -161,13 +161,13 @@ Course announcements will be announced through Piazza. If you are in the class,
161161 <td>David Dohan and Adams yu</td>
162162 <td><u>Main Reading:</u>
163163 <ul>
164- <li><a href="https://arxiv.org/abs/1804.09541">QANet</a></li>
165- <li><a href="http://nlp.seas.harvard.edu/2018/04/03/attention.html">Attention is all you need</a></li>
164+ <li><a href="https://arxiv.org/abs/1804.09541">QANet</a></li>
165+ <li><a href="http://nlp.seas.harvard.edu/2018/04/03/attention.html">Attention is all you need</a></li>
166166 </ul>
167167 <u>Background Reading:</u>
168168 <ul>
169- <li><a href="https://allennlp.org/elmo">ELMO</a></li>
170- <li><a href="http://jalammar.github.io/illustrated-transformer/">Illustrated Transformer</a></li>
169+ <li><a href="https://allennlp.org/elmo">ELMO</a></li>
170+ <li><a href="http://jalammar.github.io/illustrated-transformer/">Illustrated Transformer</a></li>
171171 </ul>
172172 </td>
173173 <td><a href="https://www.youtube.com/watch?v=Qc6P0xCUlw4&index=7&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1">Video</a></td>
@@ -178,12 +178,12 @@ Course announcements will be announced through Piazza. If you are in the class,
178178 <td>Lydia Liu</td>
179179 <td><u>Main Reading:</u>
180180 <ul>
181- <li><a href="https://arxiv.org/abs/1803.04383">DelayedImpact of Fair Machine Learning</a></li>
181+ <li><a href="https://arxiv.org/abs/1803.04383">DelayedImpact of Fair Machine Learning</a></li>
182182 </ul>
183183 <u>Background Reading:</u>
184184 <ul>
185- <li><a href="https://arxiv.org/abs/1610.07524">Fair prediction with disparate impact</a></li>
186- <li><a href="https://arxiv.org/abs/1610.02413">Equality of Opportunity in Supervised Learning</a></li>
185+ <li><a href="https://arxiv.org/abs/1610.07524">Fair prediction with disparate impact</a></li>
186+ <li><a href="https://arxiv.org/abs/1610.02413">Equality of Opportunity in Supervised Learning</a></li>
187187 </ul>
188188 </td>
189189 <td><a href="https://www.youtube.com/watch?v=gUL-5AAJnlU&index=8&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1">Video</a></td>
@@ -195,11 +195,11 @@ Course announcements will be announced through Piazza. If you are in the class,
195195 <td><u>Main Reading:</u>
196196 <ul>
197197 <li><a href="https://dl.dropboxusercontent.com/s/293tu0hh9ww08co/r-cnn-cvpr.pdf?dl=0">Rich Feature Hierarchies</a></li>
198- <li><a href="https://arxiv.org/pdf/1703.06870">Mask RCNN</a></li>
198+ <li><a href="https://arxiv.org/pdf/1703.06870">Mask RCNN</a></li>
199199 </ul>
200200 <u>Background Reading:</u>
201201 <ul>
202- <li><a href=https://arxiv.org/abs/1512.03385">Deep Residual Learning</a></li>
202+ <li><a href=" https://arxiv.org/abs/1512.03385">Deep Residual Learning</a></li>
203203 </ul>
204204 </td>
205205 <td><a href="https://www.youtube.com/watch?v=inRApAtKXm4&index=10&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1">Video</a></td>
@@ -210,8 +210,8 @@ Course announcements will be announced through Piazza. If you are in the class,
210210 <td>Chris Olah</td>
211211 <td><u>Main Reading:</u>
212212 <ul>
213- <li><a href="https://distill.pub/2017/feature-visualization/">Feature Visualization</a></li>
214- <li><a href="https://distill.pub/2018/building-blocks/">Building Blocks of Interpretability</a></li>
213+ <li><a href="https://distill.pub/2017/feature-visualization/">Feature Visualization</a></li>
214+ <li><a href="https://distill.pub/2018/building-blocks/">Building Blocks of Interpretability</a></li>
215215 </ul>
216216 <u>Background Reading:</u>
217217 <ul>
@@ -242,20 +242,20 @@ Course announcements will be announced through Piazza. If you are in the class,
242242 <td><u>Main Reading:</u>
243243 <ul>
244244 <li><a href="http://science.sciencemag.org/content/sci/358/6362/466.full.pdf?ijkey=2oZLdw.mS6h5k&keytype=ref&siteid=sci">Paper 1</a></li>
245- <li><a href="http://science.sciencemag.org/content/340/6130/367">Paper 2</a></li>
245+ <li><a href="http://science.sciencemag.org/content/340/6130/367">Paper 2</a></li>
246246 </ul>
247247 <u>Background Reading:</u>
248248 <ul>
249249 <li><a href="http://www.yossiyovel.com/images/PDF-Files/Prat%20Taub%20Yovel0415.pdf">Paper 3</a></li>
250- <li><a href="http://www.yossiyovel.com/images/PDF-Files/PratAzoulayYovel2017.pdf">Paper 4</a></li>
250+ <li><a href="http://www.yossiyovel.com/images/PDF-Files/PratAzoulayYovel2017.pdf">Paper 4</a></li>
251251 </ul>
252252 </td>
253- <td><a href="https://www.youtube.com/watch?v=_gx3GM1L8hI&index=6&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1">Video</a> </td>
253+ <td>Not yet available </td>
254254 <td></td>
255255 </tr>
256256 <tr >
257257 <td>11/27</td>
258- <td>Anne Colline </td>
258+ <td>Anne Collins </td>
259259 <td><u>Main Reading:</u>
260260 <ul>
261261 <li></li>
@@ -265,12 +265,13 @@ Course announcements will be announced through Piazza. If you are in the class,
265265 <li></li>
266266 </ul>
267267 </td>
268- <td><a href="https://www.youtube.com/watch?v=_gx3GM1L8hI&index=6&list=PLkFD6_40KJIxH03tTW2HNSHbgcfTDGKV1">Video</a> </td>
268+ <td>Not yet available </td>
269269 <td></td>
270270 </tr>
271271 </tbody >
272272</table >
273273
274+
274275## Course description
275276
276277In recent years, deep learning has enabled huge progress in many domains
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