conftrace_

info nce

3 papers

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Also known as

INFONCE

Co-occurring keywords · papers mentioning both

contrastive learning (2) representation learning (2) dhel (1) hyperspherical energy minimisation (1) kernel-based losses (1) uniformity penalty (1) continual self-supervised learning (1) plasticity (1) pseudo-negatives (1) batch size independence (1)

Papers

Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses ICML 2024 Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning ICML 2024 Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective ICML 2023