| Wed Sep 01 |
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks , Saxe, McClelland, Ganguli; 2013 |
Draft Summary |
| Sun Sep 05 |
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks , Saxe, McClelland, Ganguli; 2013 |
Final Summary |
| Wed Sep 08 |
Decoupled Weight Decay Regularization , Loshchilov, Hutter; 2017 |
Draft Summary |
| Sun Sep 12 |
Decoupled Weight Decay Regularization , Loshchilov, Hutter; 2017 |
Final Summary |
| Fri Sep 17 |
Dropout: A Simple Way to Prevent Neural Networks from Overfitting , Srivastava, Hinton, Krizhevsky, Sutskever, Salakhutdinov; 2014 |
Review both summaries |
| Sun Sep 26 |
End-To-End Memory Networks , Sukhbaatar, Szlam, Weston, Fergus; 2015 |
Coding |
| Wed Sep 29 |
Reformer: The Efficient Transformer , Kitaev, Kaiser, Levskaya; 2020 |
Draft Summary |
| Sun Oct 03 |
Reformer: The Efficient Transformer , Kitaev, Kaiser, Levskaya; 2020 |
Final Summary |
| Wed Oct 06 |
MLP-Mixer: An all-MLP Architecture for Vision , Tolstikhin, Houlsby, Kolesnikov, Beyer, Zhai, Unterthiner, Yung, Steiner, Keysers, Uszkoreit, Lucic, Dosovitskiy; 2021 |
Draft Summary |
| Sun Oct 10 |
MLP-Mixer: An all-MLP Architecture for Vision , Tolstikhin, Houlsby, Kolesnikov, Beyer, Zhai, Unterthiner, Yung, Steiner, Keysers, Uszkoreit, Lucic, Dosovitskiy; 2021 |
Final Summary |
| Fri Oct 15 |
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation , Park, Florence, Straub, Newcombe, Lovegrove; 2019 |
Review both summaries |
| Sun Oct 24 |
Cascade R-CNN: Delving into High Quality Object Detection , Cai, Vasconcelos; 2017 |
Coding |
| Wed Oct 27 |
PointCNN: Convolution On $\mathcal{X}$-Transformed Points , Li, Bu, Sun, Wu, Di, Chen; 2018 |
Draft Summary |
| Sun Oct 31 |
PointCNN: Convolution On $\mathcal{X}$-Transformed Points , Li, Bu, Sun, Wu, Di, Chen; 2018 |
Final Summary |
| Wed Nov 03 |
Overcoming Classifier Imbalance for Long-tail Object Detection with |
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| Balanced Group Softmax , Li, Wang, Kang, Tang, Wang, Li, Feng; 2020 |
Draft Summary |
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| Sun Nov 07 |
Overcoming Classifier Imbalance for Long-tail Object Detection with |
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| Balanced Group Softmax , Li, Wang, Kang, Tang, Wang, Li, Feng; 2020 |
Final Summary |
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