作者位次 #5/5ICML 2026Poster· Applications / Health / Medicine
Med-Scout: Curing MLLMs' Geometric Blindness in Medical Perception via Geometry-Aware RL Post-Training
Anglin Liu · Ruichao Chen · Yi Lu · Hongxia Xu · Jintai Chen
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Anglin Liu · Ruichao Chen · Yi Lu · Hongxia Xu · Jintai Chen
Yankai Jiang · Yujie Zhang · Peng Zhang · Wenjie Li · Yichen Li · Jintai Chen · Xiaoming Shi · Shihui Zhen
Qiyuan Chen · Hongsen Huang · Jiahe Chen · Qian Shao · Jintai Chen · Hongxia Xu · Renjie Hua · Ren Chuan · JIAN Wu
Vision-language reward modeling faces a dilemma: generative approaches are interpretable but slow, while discriminative ones are efficient but act as opaque “black boxes.” To bridge this gap, we propose VL-MDR (Vision-Language Multi-Dimensional Reward), a framework that dynamically decomposes eva...
Yufei Wen · Shuxin Zhong · Jingdan KANG · Yuting Zhang · Jintai Chen · Kaishun Wu
Mingze Yin · Yiheng Zhu · Jialu Wu · Jian Ma · Hanjing Zhou · Mingyang Li · Yuhua Zhou · Jintai Chen · Tingjun Hou · Jieping Ye · Aimin Pan
Yifan Zhao · Lang Qin · Jintai Chen
Peng Cui · Xingxuan Zhang · Han-Jia Ye · Jintai Chen · Shuyang Li