视觉大模型 / VLM

Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models

Jiaqi Wang, Kevin Qinghong Lin, James Cheng, Mike Zheng Shou

机构 * The Chinese University of Hong Kong（香港中文大学） ； Show Lab, National University of Singapore（新加坡国立大学Show实验室） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV、cs.AI

Comments camera ready revision

Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models

Vahid Balazadeh, Mohammadmehdi Ataei, Hyunmin Cheong, Amir Hosein Khasahmadi, Rahul G. Krishnan

机构 * University of Toronto（多伦多大学） ； Autodesk Research（Autodesk研究） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；分类 cs.CV、cs.AI

Agentic Moderation: Multi-Agent Design for Safer Vision-Language Models

Juan Ren, Mark Dras, Usman Naseem

机构 * School of Computing, Macquarie University, Australia（计算机学院，麦考瑞大学，澳大利亚） 纠错

专题命中 视觉推理 ：vision-language model(title,abstract)；分类 cs.AI

FT-ARM: Fine-Tuned Agentic Reflection Multimodal Language Model for Pressure Ulcer Severity Classification with Reasoning

Reza Saadati Fard, Emmanuel Agu, Palawat Busaranuvong, Deepak Kumar, Shefalika Gautam, Bengisu Tulu, Diane Strong, Lorraine Loretz

机构 * Worcester Polytechnic Institute（沃斯特理工学院） 纠错

专题命中 视觉推理 ：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation

Songhao Han, Boxiang Qiu, Yue Liao, Siyuan Huang, Chen Gao, Shuicheng Yan, Si Liu

机构 * Beihang University（北航大学） ； National University of Singapore（新加坡国立大学） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 视觉推理 ：vision-language model(abstract)；VLM(abstract)；分类 cs.CV

Comments 25 pages, 18 figures, Accepted by NeurIPS 2025

Think Twice Before You Judge: Mixture of Dual Reasoning Experts for Multimodal Sarcasm Detection

Soumyadeep Jana, Abhrajyoti Kundu, Sanasam Ranbir Singh

机构 * Indian Institute of Technology Guwahati（印度理工学院古瓦哈提） 纠错

专题命中 视觉推理 ：vision-language model(abstract)