Day 2 - Computer Vision Workshop

7-Day AI Research Training Workshop

Bridging Deep Learning Theory with Practical Implementation for Vision & Language Research

Day 2 - Computer Vision II: Representation Learning and Applications

Morning Session (9:00 AM - 1:00 PM)
9:00 - 10:00 AM	Visualizing What the Model Learns Analyze segmentation maps and detection outputs - quantitative and qualitative metrics.
10:00 - 11:00 PM	The Power of Contrastive Learning Understand self-supervised learning, similarity embeddings, and downstream use-cases.
11:00 - 12:00 PM	Research Lab: Preparing CIFAR-100 for Contrastive Learning Explore data augmentation and positive/negative pair creation.