| Sun Sep 05 |
Mish: A Self Regularized Non-Monotonic Activation Function , Misra; 2019 |
Coding |
| Fri Sep 10 |
Large-Scale Machine Learning with Stochastic Gradient Descent , Bottou; 2010 |
Review both summaries |
| Wed Sep 15 |
Dropout: A Simple Way to Prevent Neural Networks from Overfitting , Srivastava, Hinton, Krizhevsky, Sutskever, Salakhutdinov; 2014 |
Draft Summary |
| Sun Sep 19 |
Dropout: A Simple Way to Prevent Neural Networks from Overfitting , Srivastava, Hinton, Krizhevsky, Sutskever, Salakhutdinov; 2014 |
Final Summary |
| Wed Sep 22 |
Attention Is All You Need , Vaswani, Shazeer, Parmar, Uszkoreit, Jones, Gomez, Kaiser, Polosukhin; 2017 |
Draft Summary |
| Sun Sep 26 |
Attention Is All You Need , Vaswani, Shazeer, Parmar, Uszkoreit, Jones, Gomez, Kaiser, Polosukhin; 2017 |
Final Summary |
| Sun Oct 03 |
Big Bird: Transformers for Longer Sequences , Zaheer, Guruganesh, Dubey, Ainslie, Alberti, Ontanon, Pham, Ravula, Wang, Yang, Ahmed; 2020 |
Coding |
| Fri Oct 08 |
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale , Dosovitskiy, Beyer, Kolesnikov, Weissenborn, Zhai, Unterthiner, Dehghani, Minderer, Heigold, Gelly, Uszkoreit, Houlsby; 2020 |
Review both summaries |
| Wed Oct 13 |
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation , Park, Florence, Straub, Newcombe, Lovegrove; 2019 |
Draft Summary |
| Sun Oct 17 |
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation , Park, Florence, Straub, Newcombe, Lovegrove; 2019 |
Final Summary |
| Wed Oct 20 |
Mask R-CNN , He, Gkioxari, Dollár, Girshick; 2017 |
Draft Summary |
| Sun Oct 24 |
Mask R-CNN , He, Gkioxari, Dollár, Girshick; 2017 |
Final Summary |
| Sun Oct 31 |
Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object |
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| Detection for Autonomous Driving , Wang, Chao, Garg, Hariharan, Campbell, Weinberger; 2018 |
Coding |
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| Fri Nov 05 |
Momentum Contrast for Unsupervised Visual Representation Learning , He, Fan, Wu, Xie, Girshick; 2019 |
Review both summaries |