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Contrastive Learning is Spectral Clustering on Similarity Graph
2024-01-16
· ICLR 2024 poster ·
anchor
Findings
IC-1283
CLIP's InfoNCE training objective is mathematically equivalent to performing generalized spectral clustering on the bipartite image-text pair graph