"embedding space analysis" Papers

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BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning

Jianyang Gu, Sam Stevens, Elizabeth Campolongo et al.

NEURIPS 2025spotlightarXiv:2505.23883
20
citations

Dataset Ownership Verification in Contrastive Pre-trained Models

Yuechen Xie, Jie Song, Mengqi Xue et al.

ICLR 2025arXiv:2502.07276
4
citations

The Entropy Enigma: Success and Failure of Entropy Minimization

Ori Press, Ravid Shwartz-Ziv, Yann LeCun et al.

ICML 2024arXiv:2405.05012
25
citations