| Wed Sep 01 |
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , He, Zhang, Ren, Sun; 2015 |
Draft Summary |
| Sun Sep 05 |
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , He, Zhang, Ren, Sun; 2015 |
Final Summary |
| Wed Sep 08 |
Adam: A Method for Stochastic Optimization , Kingma, Ba; 2014 |
Draft Summary |
| Sun Sep 12 |
Adam: A Method for Stochastic Optimization , Kingma, Ba; 2014 |
Final Summary |
| Fri Sep 17 |
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization , Qiao, Wang, Liu, Shen, Yuille; 2019 |
Review both summaries |
| Sun Sep 26 |
Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth , Dong, Cordonnier, Loukas; 2021 |
Coding |
| Wed Sep 29 |
Linformer: Self-Attention with Linear Complexity , Wang, Li, Khabsa, Fang, Ma; 2020 |
Draft Summary |
| Sun Oct 03 |
Linformer: Self-Attention with Linear Complexity , Wang, Li, Khabsa, Fang, Ma; 2020 |
Final Summary |
| Wed Oct 06 |
Perceiver: General Perception with Iterative Attention , Jaegle, Gimeno, Brock, Zisserman, Vinyals, Carreira; 2021 |
Draft Summary |
| Sun Oct 10 |
Perceiver: General Perception with Iterative Attention , Jaegle, Gimeno, Brock, Zisserman, Vinyals, Carreira; 2021 |
Final Summary |
| Fri Oct 15 |
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections , Martin-Brualla, Radwan, Sajjadi, Barron, Dosovitskiy, Duckworth; 2020 |
Review both summaries |
| Sun Oct 24 |
Deformable Convolutional Networks , Dai, Qi, Xiong, Li, Zhang, Hu, Wei; 2017 |
Coding |
| Wed Oct 27 |
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection , Zhou, Tuzel; 2017 |
Draft Summary |
| Sun Oct 31 |
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection , Zhou, Tuzel; 2017 |
Final Summary |
| Wed Nov 03 |
Class-Balanced Loss Based on Effective Number of Samples , Cui, Jia, Lin, Song, Belongie; 2019 |
Draft Summary |
| Sun Nov 07 |
Class-Balanced Loss Based on Effective Number of Samples , Cui, Jia, Lin, Song, Belongie; 2019 |
Final Summary |