UniFormer

Overview

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Explore the UniFormer approach to video understanding in this AI Reading Group session from Cohort 22. Delve into the motivation behind video transformers, learn about the innovative UniFormer block, and examine experimental results. Discover how this method addresses inefficiencies in video processing, improves performance in various tasks including pose estimation, and compare it to existing approaches. Gain insights from ablation studies and participate in a Q&A session to deepen your understanding of this cutting-edge AI technology for video analysis.

Syllabus

Intro
Motivation: Video Understanding
Motivation: Video Transformer Waste
Summary of Approach
The UniFormer Block
Experiments and Training Details
Performance and Comparison
Pose Estimation
Ablation Studies
Questions?