Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

16 March 2025

Papers citing "Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey"

7 / 7 papers shown

Title
CoT-Vid: Dynamic Chain-of-Thought Routing with Self Verification for Training-Free Video Reasoning Hongbo Jin Ruyang Liu Wenhao Zhang Guibo Luo Ge Li LRM 6 0 0 17 May 2025
Vision-Language-Action Models: Concepts, Progress, Applications and Challenges Ranjan Sapkota Yang Cao Konstantinos I Roumeliotis Manoj Karkee LM&Ro 179 1 0 07 May 2025
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models Guanghao Zhou Panjia Qiu Chong Chen Jie Wang Zheming Yang Jian Xu Minghui Qiu OffRL LRM 58 1 0 30 Apr 2025
Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill? Chenrui Fan Ming Li Lichao Sun Tianyi Zhou LRM 51 3 0 09 Apr 2025
SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models Junfeng Fang Yansen Wang Ruipeng Wang Zijun Yao Kun Wang An Zhang Xuben Wang Tat-Seng Chua AAML LRM 75 3 0 09 Apr 2025
Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme Yan Ma Steffi Chern Xuyang Shen Yiran Zhong Pengfei Liu OffRL LRM 63 1 0 03 Apr 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Xiaoye Qu Yafu Li Zhaochen Su Weigao Sun Jianhao Yan ... Chaochao Lu Yue Zhang Xian-Sheng Hua Bowen Zhou Yu Cheng ReLM OffRL LRM 91 16 0 27 Mar 2025