Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs - Pan, Zhiyu; Wu, Yizheng; Hua, Jiashen; Feng, Junyi; Yan, Shaotian; Deng, Bing; Cao, Zhiguo; Ye, Jieping (International Conference on Learning Representations, 2026)