Boosting Multimodal Reasoning with Automated Structured Thinking

Boosting Multimodal Reasoning with Automated Structured Thinking

4 February 2025

Papers citing "Boosting Multimodal Reasoning with Automated Structured Thinking"

11 / 11 papers shown

Title
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward Kaixuan Fan Kaituo Feng Haoming Lyu Dongzhan Zhou Xiangyu Yue ReLM LRM 88 0 0 22 May 2025
VLM-R $^3$ : Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought Chaoya Jiang Yongrui Heng Wei Ye Han Yang Haiyang Xu Ming Yan Ji Zhang Fei Huang Shikun Zhang LRM 46 0 0 22 May 2025
Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model Xinyue Lou You Li Jinan Xu Xiangyu Shi Chong Chen Kaiyu Huang LRM 80 0 0 10 May 2025
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding Sakhinana Sagar Srinivas Akash Das Shivam Gupta Venkataramana Runkana OffRL 88 1 0 02 Apr 2025
Mind with Eyes: from Language Reasoning to Multimodal Reasoning Zhiyu Lin Yifei Gao Xian Zhao Yunfan Yang Jitao Sang LRM 120 5 0 23 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yize Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 150 27 0 16 Mar 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models Jiacheng Ruan Wenzhen Yuan Xian Gao Ye Guo Daoxin Zhang Zhe Xu Yao Hu Ting Liu Yuzhuo Fu LRM VLM 140 4 0 10 Mar 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics Ruilin Luo Zhuofan Zheng Yifan Wang Xinzhe Ni Zicheng Lin ... Yiyao Yu C. Shi Ruihang Chu Jin Zeng Yujiu Yang LRM 121 20 0 08 Jan 2025
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models Jinyang Wu Feihu Che Chuyuan Zhang Mingkuan Feng Shuai Zhang Pengpeng Shao Jianhua Tao 118 6 0 24 Aug 2024
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 132 573 0 24 May 2023
Mastering Atari Games with Limited Data Weirui Ye Shao-Wei Liu Thanard Kurutach Pieter Abbeel Yang Gao VLM 99 235 0 30 Oct 2021