| 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 |
SGDR: Stochastic Gradient Descent with Warm Restarts , Loshchilov, Hutter; 2016 |
Draft Summary |
| Sun Sep 12 |
SGDR: Stochastic Gradient Descent with Warm Restarts , Loshchilov, Hutter; 2016 |
Final Summary |
| Sun Sep 19 |
Understanding Batch Normalization , Bjorck, Gomes, Selman, Weinberger; 2018 |
Coding |
| Fri Sep 24 |
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling , Chung, Gulcehre, Cho, Bengio; 2014 |
Review both summaries |
| 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 |
LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference , Graham, El-Nouby, Touvron, Stock, Joulin, Jégou, Douze; 2021 |
Draft Summary |
| Sun Oct 10 |
LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference , Graham, El-Nouby, Touvron, Stock, Joulin, Jégou, Douze; 2021 |
Final Summary |
| Sun Oct 17 |
Baking Neural Radiance Fields for Real-Time View Synthesis , Hedman, Srinivasan, Mildenhall, Barron, Debevec; 2021 |
Coding |
| Fri Oct 22 |
You Only Look Once: Unified, Real-Time Object Detection , Redmon, Divvala, Girshick, Farhadi; 2015 |
Review both summaries |
| 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 |
Contrastive Learning of Medical Visual Representations from Paired |
|
| Images and Text , Zhang, Jiang, Miura, Manning, Langlotz; 2020 |
Draft Summary |
|
| Sun Nov 07 |
Contrastive Learning of Medical Visual Representations from Paired |
|
| Images and Text , Zhang, Jiang, Miura, Manning, Langlotz; 2020 |
Final Summary |
|