Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift Paper • 2310.04971 • Published Oct 8, 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression Paper • 2305.16536 • Published May 25, 2023
Investigating the Benefits of Projection Head for Representation Learning Paper • 2403.11391 • Published Mar 18, 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity Paper • 2403.12267 • Published Mar 18, 2024
MM-GEN: Enhancing Task Performance Through Targeted Multimodal Data Curation Paper • 2501.04155 • Published Jan 7, 2025
BeyondWeb: Lessons from Scaling Synthetic Data for Trillion-scale Pretraining Paper • 2508.10975 • Published Aug 14, 2025 • 60
DatBench: Discriminative, Faithful, and Efficient VLM Evaluations Paper • 2601.02316 • Published 7 days ago • 9
DatBench: Discriminative, Faithful, and Efficient VLM Evaluations Paper • 2601.02316 • Published 7 days ago • 9