MMRPT: MultiModal Reinforcement Pre-Training via Masked Vision-Dependent Reasoning

Xuhui Zheng, Kang An, Ziliang Wang +3

Multimodal pre-training remains constrained by the descriptive bias of image-caption pairs, leading models to favor surface linguistic cues over grounded visual understanding. We i…