Modality-Balancing Preference Optimization of Large Multimodal Models by Adversarial Negative Mining

Published in Journal 1, 2025

Chenxi Liu, Tianyi Xiong, Yanshuo Chen, Ruibo Chen, Yihan Wu, Junfeng Guo, Tianyi Zhou, Heng Huang
arxiv preprint, 2025 [paper]