Lec 12. Representation Learning: Similarity-Based
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.
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Fall
2024
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