| Sun Sep 05 |
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification , He, Zhang, Ren, Sun; 2015 |
Coding |
| Fri Sep 10 |
SGDR: Stochastic Gradient Descent with Warm Restarts , Loshchilov, Hutter; 2016 |
Review both summaries |
| Wed Sep 15 |
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization , Qiao, Wang, Liu, Shen, Yuille; 2019 |
Draft Summary |
| Sun Sep 19 |
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization , Qiao, Wang, Liu, Shen, Yuille; 2019 |
Final Summary |
| Wed Sep 22 |
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , Devlin, Chang, Lee, Toutanova; 2018 |
Draft Summary |
| Sun Sep 26 |
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , Devlin, Chang, Lee, Toutanova; 2018 |
Final Summary |
| Sun Oct 03 |
Linformer: Self-Attention with Linear Complexity , Wang, Li, Khabsa, Fang, Ma; 2020 |
Coding |
| Fri Oct 08 |
LeViT: a Vision Transformer in ConvNet’s Clothing for Faster Inference , Graham, El-Nouby, Touvron, Stock, Joulin, Jégou, Douze; 2021 |
Review both summaries |
| Wed Oct 13 |
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections , Martin-Brualla, Radwan, Sajjadi, Barron, Dosovitskiy, Duckworth; 2020 |
Draft Summary |
| Sun Oct 17 |
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections , Martin-Brualla, Radwan, Sajjadi, Barron, Dosovitskiy, Duckworth; 2020 |
Final Summary |
| Wed Oct 20 |
CornerNet: Detecting Objects as Paired Keypoints , Law, Deng; 2018 |
Draft Summary |
| Sun Oct 24 |
CornerNet: Detecting Objects as Paired Keypoints , Law, Deng; 2018 |
Final Summary |
| Sun Oct 31 |
VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection , Zhou, Tuzel; 2017 |
Coding |
| Fri Nov 05 |
Contrastive Learning of Medical Visual Representations from Paired |
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| Images and Text , Zhang, Jiang, Miura, Manning, Langlotz; 2020 |
Review both summaries |
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