Wed Sep 01 |
Maxout Networks , Goodfellow, Warde-Farley, Mirza, Courville, Bengio; 2013 |
Draft Summary |
Sun Sep 05 |
Maxout Networks , Goodfellow, Warde-Farley, Mirza, Courville, Bengio; 2013 |
Final Summary |
Wed Sep 08 |
On the importance of initialization and momentum in deep learning , Sutskever, Martens, Dahl, Hinton; 2013 |
Draft Summary |
Sun Sep 12 |
On the importance of initialization and momentum in deep learning , Sutskever, Martens, Dahl, Hinton; 2013 |
Final Summary |
Fri Sep 17 |
Understanding Batch Normalization , Bjorck, Gomes, Selman, Weinberger; 2018 |
Review both summaries |
Sun Sep 26 |
Attention Is All You Need , Vaswani, Shazeer, Parmar, Uszkoreit, Jones, Gomez, Kaiser, Polosukhin; 2017 |
Coding |
Wed Sep 29 |
Compressive Transformers for Long-Range Sequence Modelling , Rae, Potapenko, Jayakumar, Lillicrap; 2019 |
Draft Summary |
Sun Oct 03 |
Compressive Transformers for Long-Range Sequence Modelling , Rae, Potapenko, Jayakumar, Lillicrap; 2019 |
Final Summary |
Wed Oct 06 |
Training data-efficient image transformers & distillation through attention , Touvron, Cord, Douze, Massa, Sablayrolles, Jégou; 2020 |
Draft Summary |
Sun Oct 10 |
Training data-efficient image transformers & distillation through attention , Touvron, Cord, Douze, Massa, Sablayrolles, Jégou; 2020 |
Final Summary |
Fri Oct 15 |
Baking Neural Radiance Fields for Real-Time View Synthesis , Hedman, Srinivasan, Mildenhall, Barron, Debevec; 2021 |
Review both summaries |
Sun Oct 24 |
Mask R-CNN , He, Gkioxari, Dollár, Girshick; 2017 |
Coding |
Wed Oct 27 |
Dynamic Graph CNN for Learning on Point Clouds , Wang, Sun, Liu, Sarma, Bronstein, Solomon; 2018 |
Draft Summary |
Sun Oct 31 |
Dynamic Graph CNN for Learning on Point Clouds , Wang, Sun, Liu, Sarma, Bronstein, Solomon; 2018 |
Final Summary |
Wed Nov 03 |
A Simple Framework for Contrastive Learning of Visual Representations , Chen, Kornblith, Norouzi, Hinton; 2020 |
Draft Summary |
Sun Nov 07 |
A Simple Framework for Contrastive Learning of Visual Representations , Chen, Kornblith, Norouzi, Hinton; 2020 |
Final Summary |