A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning

International Conference on Artificial Intelligence and Statistics (AISTATS), 2025

11 March 2025

Papers citing "A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning"

2 / 2 papers shown

Title
On the Similarities of Embeddings in Contrastive Learning Chungpa Lee Sehee Lim Kibok Lee Jy-yong Sohn SSL 291 1 0 11 Jun 2025
A Generalized Theory of Mixup for Structure-Preserving Synthetic DataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Chungpa Lee Jongho Im Joseph H.T. Kim 292 0 0 03 Mar 2025