Name: Lec 12. Representation Learning: Similarity-Based
Uploaded: 2026-02-11T14:39:36Z
Duration: 1 h 16 min 20 s
Description: This video covers similarity-based representation learning, including metric learning, contrastive learning, self-supervised and supervised methods, InfoNCE loss, alignment and uniformity principles, and the role of hard negatives.

1:16:20

This video covers similarity-based representation learning, including metric learning, contrastive learning, self-supervised and supervised methods, InfoNCE loss, alignment and uniformity principles, and the role of hard negatives.