| Sun Sep 05 |
Searching for Activation Functions , Ramachandran, Zoph, Le; 2017 |
Coding |
| Fri Sep 10 |
Decoupled Weight Decay Regularization , Loshchilov, Hutter; 2017 |
Review both summaries |
| Wed Sep 15 |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , Ioffe, Szegedy; 2015 |
Draft Summary |
| Sun Sep 19 |
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , Ioffe, Szegedy; 2015 |
Final Summary |
| Wed Sep 22 |
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth , Dong, Cordonnier, Loukas; 2021 |
Draft Summary |
| Sun Sep 26 |
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth , Dong, Cordonnier, Loukas; 2021 |
Final Summary |
| Sun Oct 03 |
Longformer: The Long-Document Transformer , Beltagy, Peters, Cohan; 2020 |
Coding |
| Fri Oct 08 |
MLP-Mixer: An all-MLP Architecture for Vision , Tolstikhin, Houlsby, Kolesnikov, Beyer, Zhai, Unterthiner, Yung, Steiner, Keysers, Uszkoreit, Lucic, Dosovitskiy; 2021 |
Review both summaries |
| Wed Oct 13 |
Occupancy Networks: Learning 3D Reconstruction in Function Space , Mescheder, Oechsle, Niemeyer, Nowozin, Geiger; 2018 |
Draft Summary |
| Sun Oct 17 |
Occupancy Networks: Learning 3D Reconstruction in Function Space , Mescheder, Oechsle, Niemeyer, Nowozin, Geiger; 2018 |
Final Summary |
| Wed Oct 20 |
Deformable Convolutional Networks , Dai, Qi, Xiong, Li, Zhang, Hu, Wei; 2017 |
Draft Summary |
| Sun Oct 24 |
Deformable Convolutional Networks , Dai, Qi, Xiong, Li, Zhang, Hu, Wei; 2017 |
Final Summary |
| Sun Oct 31 |
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud , Shi, Wang, Li; 2018 |
Coding |
| Fri Nov 05 |
Overcoming Classifier Imbalance for Long-tail Object Detection with |
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| Balanced Group Softmax , Li, Wang, Kang, Tang, Wang, Li, Feng; 2020 |
Review both summaries |
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