2 papers
cs.LG2026
A Reinforcement Learning Approach to Synthetic Data Generation
Natalia Espinosa-Dice, Nicholas J. Jackson, Chao Yan +2
Synthetic data generation (SDG) is a promising approach for enabling data sharing in biomedical studies while preserving patient privacy. Yet, state-of-the-art generative models of…
cs.LG2025
Towards Statistical Factuality Guarantee for Large Vision-Language Models
Zhuohang Li, Chao Yan, Nicholas J. Jackson +4
Advancements in Large Vision-Language Models (LVLMs) have demonstrated promising performance in a variety of vision-language tasks involving image-conditioned free-form text genera…