Week 8: Attention and Transformers

Attention in vision models, soft and hard attention for captioning, visual question answering and dialog, and self-attention.

Lectures

1. Attention Models in Vision: An Introduction

2. Soft and Hard Attention: Image Captioning

3. Beyond Captioning: Visual QA and Visual Dialog

4. Self-Attention and Transformers