| Wed Sep 01 |
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) , Clevert, Unterthiner, Hochreiter; 2015 |
Draft Summary |
| Sun Sep 05 |
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) , Clevert, Unterthiner, Hochreiter; 2015 |
Final Summary |
| Wed Sep 08 |
On the Convergence of Adam and Beyond , Reddi, Kale, Kumar; 2019 |
Draft Summary |
| Sun Sep 12 |
On the Convergence of Adam and Beyond , Reddi, Kale, Kumar; 2019 |
Final Summary |
| Sun Sep 19 |
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization , Qiao, Wang, Liu, Shen, Yuille; 2019 |
Coding |
| Fri Sep 24 |
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding , Devlin, Chang, Lee, Toutanova; 2018 |
Review both summaries |
| Wed Sep 29 |
Rethinking Attention with Performers , Choromanski, Likhosherstov, Dohan, Song, Gane, Sarlos, Hawkins, Davis, Mohiuddin, Kaiser, Belanger, Colwell, Weller; 2020 |
Draft Summary |
| Sun Oct 03 |
Rethinking Attention with Performers , Choromanski, Likhosherstov, Dohan, Song, Gane, Sarlos, Hawkins, Davis, Mohiuddin, Kaiser, Belanger, Colwell, Weller; 2020 |
Final Summary |
| Wed Oct 06 |
Perceiver IO: A General Architecture for Structured Inputs & Outputs , Jaegle, Borgeaud, Alayrac, Doersch, Ionescu, Ding, Koppula, Zoran, Brock, Shelhamer, Hénaff, Botvinick, Zisserman, Vinyals, Carreira; 2021 |
Draft Summary |
| Sun Oct 10 |
Perceiver IO: A General Architecture for Structured Inputs & Outputs , Jaegle, Borgeaud, Alayrac, Doersch, Ionescu, Ding, Koppula, Zoran, Brock, Shelhamer, Hénaff, Botvinick, Zisserman, Vinyals, Carreira; 2021 |
Final Summary |
| Sun Oct 17 |
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections , Martin-Brualla, Radwan, Sajjadi, Barron, Dosovitskiy, Duckworth; 2020 |
Coding |
| Fri Oct 22 |
CornerNet: Detecting Objects as Paired Keypoints , Law, Deng; 2018 |
Review both summaries |
| Wed Oct 27 |
PointPillars: Fast Encoders for Object Detection from Point Clouds , Lang, Vora, Caesar, Zhou, Yang, Beijbom; 2018 |
Draft Summary |
| Sun Oct 31 |
PointPillars: Fast Encoders for Object Detection from Point Clouds , Lang, Vora, Caesar, Zhou, Yang, Beijbom; 2018 |
Final Summary |
| Wed Nov 03 |
Decoupling Representation and Classifier for Long-Tailed Recognition , Kang, Xie, Rohrbach, Yan, Gordo, Feng, Kalantidis; 2019 |
Draft Summary |
| Sun Nov 07 |
Decoupling Representation and Classifier for Long-Tailed Recognition , Kang, Xie, Rohrbach, Yan, Gordo, Feng, Kalantidis; 2019 |
Final Summary |