Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning

10 March 2025

Papers citing "Boosting the Generalization and Reasoning of Vision Language Models with Curriculum Reinforcement Learning"

6 / 6 papers shown

Title
EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning Zhenghao Xing Xiaowei Hu Chi-Wing Fu W. Wang Jifeng Dai Pheng-Ann Heng MLLM OffRL VLM LRM 33 0 0 07 May 2025
Fast-Slow Thinking for Large Vision-Language Model Reasoning W. L. Xiao Leilei Gan Weilong Dai Wanggui He Ziwei Huang ... Fangxun Shu Zhelun Yu Peng Zhang Hao Jiang Fei Wu ReLM LRM AI4CE 60 0 0 25 Apr 2025
VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model Haozhan Shen Peng Liu J. Li Chunxin Fang Yibo Ma ... Zilun Zhang Kangjia Zhao Qianqian Zhang Ruochen Xu Tiancheng Zhao VLM LRM 71 21 0 10 Apr 2025
SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models Hardy Chen Haoqin Tu Fali Wang Hui Liu X. Tang Xinya Du Yuyin Zhou Cihang Xie ReLM VLM OffRL LRM 54 6 0 10 Apr 2025
VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning Xinhao Li Ziang Yan Desen Meng Lu Dong Xiangyu Zeng Yinan He Y. Wang Yu Qiao Yi Wang Limin Wang VLM AI4TS LRM 34 2 0 09 Apr 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Y. Wang Shengqiong Wu Y. Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 69 7 0 16 Mar 2025