| Wed Sep 01 |
Understanding the difficulty of training deep feedforward neural networks , Glorot, Bengio; 2010 |
Draft Summary |
| Sun Sep 05 |
Understanding the difficulty of training deep feedforward neural networks , Glorot, Bengio; 2010 |
Final Summary |
| Wed Sep 08 |
Decoupled Weight Decay Regularization , Loshchilov, Hutter; 2017 |
Draft Summary |
| Sun Sep 12 |
Decoupled Weight Decay Regularization , Loshchilov, Hutter; 2017 |
Final Summary |
| Sun Sep 19 |
High-Performance Large-Scale Image Recognition Without Normalization , Brock, De, Smith, Simonyan; 2021 |
Coding |
| Fri Sep 24 |
Neural Machine Translation by Jointly Learning to Align and Translate , Bahdanau, Cho, Bengio; 2014 |
Review both summaries |
| Wed Sep 29 |
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context , Dai, Yang, Yang, Carbonell, Le, Salakhutdinov; 2019 |
Draft Summary |
| Sun Oct 03 |
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context , Dai, Yang, Yang, Carbonell, Le, Salakhutdinov; 2019 |
Final Summary |
| Wed Oct 06 |
MLP-Mixer: An all-MLP Architecture for Vision , Tolstikhin, Houlsby, Kolesnikov, Beyer, Zhai, Unterthiner, Yung, Steiner, Keysers, Uszkoreit, Lucic, Dosovitskiy; 2021 |
Draft Summary |
| Sun Oct 10 |
MLP-Mixer: An all-MLP Architecture for Vision , Tolstikhin, Houlsby, Kolesnikov, Beyer, Zhai, Unterthiner, Yung, Steiner, Keysers, Uszkoreit, Lucic, Dosovitskiy; 2021 |
Final Summary |
| Sun Oct 17 |
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis , Mildenhall, Srinivasan, Tancik, Barron, Ramamoorthi, Ng; 2020 |
Coding |
| Fri Oct 22 |
Focal Loss for Dense Object Detection , Lin, Goyal, Girshick, He, Dollár; 2017 |
Review both summaries |
| Wed Oct 27 |
PointNet: Deep Learning on Point Sets for 3D Classification and |
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| Segmentation , Qi, Su, Mo, Guibas; 2016 |
Draft Summary |
|
| Sun Oct 31 |
PointNet: Deep Learning on Point Sets for 3D Classification and |
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| Segmentation , Qi, Su, Mo, Guibas; 2016 |
Final Summary |
|
| Wed Nov 03 |
Overcoming Classifier Imbalance for Long-tail Object Detection with |
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| Balanced Group Softmax , Li, Wang, Kang, Tang, Wang, Li, Feng; 2020 |
Draft Summary |
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| Sun Nov 07 |
Overcoming Classifier Imbalance for Long-tail Object Detection with |
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| Balanced Group Softmax , Li, Wang, Kang, Tang, Wang, Li, Feng; 2020 |
Final Summary |
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