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arXiv stat.ML · Papers

Contrastive Conformal Sets

arXiv:2603.26261v2 Announce Type: replace-cross Abstract: Contrastive learning produces coherent semantic feature embeddings by encouraging positive samples to cluster closely while separating negative samples. However, existing contrastive learning methods lack a principled construction of geometric sets in the semant