Chungpa Lee

According to our database, Chungpa Lee authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

On the Similarities of Embeddings in Contrastive Learning.

Chungpa Lee, Sehee Lim, Kibok Lee, Jy-yong Sohn

CoRR, June, 2025

A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning.

Chungpa Lee, Jeongheon Oh, Kibok Lee, Jy-yong Sohn

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

A Generalized Theory of Mixup for Structure-Preserving Synthetic Data.

Chungpa Lee, Jongho Im, Joseph H. T. Kim

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Analysis of Using Sigmoid Loss for Contrastive Learning.

Chungpa Lee, Joonhwan Chang, Jy-yong Sohn

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024