Autumn 2021 Discussions
We conduct two discussions every week where we dicuss the basic concepts and recent advancements in the field of Deep Learning. Join our MS Team to attend the discussions! Team Code : z1q54os
Basic Discussions
We discuss a few fundamental concepts on Wednesdays.
| Date | Topic | Resources |
|---|---|---|
| 18-08-2021 | Introduction to GANs | Slides |
| 25-08-2021 | VAE | Slides |
| 01-09-2021 | Sequence Modelling | Slides |
| 08-09-2021 | Transformers and Attention | Slides |
| 29-09-2021 | Reinforcement Learning | Slides |
Workshops
| Date | Topic | Resources |
|---|---|---|
| 13-10-2021 | Transfer Learning | Jupyter Notebook |
| 20-10-2021 | VAE | Jupyter Notebook |
Advanced Discussions
We discuss the latest papers published in top tier conferences on Saturdays.
Date |
Paper 1 | Link |
Paper 2 | Link |
|---|---|---|---|---|
| 18-08-2021 | Per-Pixel Classification is Not All You Need for Semantic Segmentation | Paper | Distilling the Knowledge in a Neural Network | Paper |
| 25-08-2021 | Large Scale Image Completion via Co-Modulated Generative Adversarial Networks | Paper | ||
| 09-11-2021 | Diverse Part Discovery: Occluded Person Re-Identification With Part-Aware Transformer | Paper | ||
| 02-10-2021 | Towards Compact CNNs via Collaborative Compression | Paper | Is Space-Time Attention All You Need for Video Understanding? | Paper |
| 09-10-2021 | Rethinking Attention with Performers | Paper | Reformer: The Efficient Transformer | Paper |
| 16-10-2021 | Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks | Paper |
Vision and Language Group
Deep Learning Research Group