多模态大模型

Multimodal Large Language Model Framework for Safe and Interpretable Grid-Integrated EVs

Jean Douglas Carvalho, Hugo Kenji, Ahmad Mohammad Saber, Glaucia Melo, Max Mauro Dias Santos, Deepa Kundur

专题命中 多模态Agent ：multimodal(title,abstract)；multi-modal(abstract)；分类 cs.AI

Comments This paper has been presented at the 2025 IEEE PES Conference on Innovative Smart Grid Technologies (ISGT 2025)

Grounding Multimodal LLMs to Embodied Agents that Ask for Help with Reinforcement Learning

Ram Ramrakhya, Matthew Chang, Xavier Puig, Ruta Desai, Zsolt Kira, Roozbeh Mottaghi

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Meta FAIR 纠错

专题命中 多模态Agent ：multimodal(title)；multi-modal(abstract)；MLLM(abstract)；分类 cs.AI

ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks

Zhaorun Chen, Xun Liu, Mintong Kang, Jiawei Zhang, Minzhou Pan, Shuang Yang, Bo Li

机构 * University of Chicago（芝加哥大学） ； University of Illinois（伊利诺伊大学） ； Virtue AI ； Meta 纠错

专题命中 多模态Agent ：multimodal(title,abstract)；分类 cs.AI

Comments 60 pages, 16 figures

Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations

Pengzhou Cheng, Lingzhong Dong, Zeng Wu, Zongru Wu, Xiangru Tang, Chengwei Qin, Zhuosheng Zhang, Gongshen Liu

机构 * Shanghai Jiao Tong University（上海交通大学） ； Yale University（耶鲁大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） 纠错

专题命中 多模态Agent ：multimodal(title,abstract)；分类 cs.CL

Comments 23 pages, 10 figures, 7 tables

GUI-PRA: Process Reward Agent for GUI Tasks

Tao Xiong, Xavier Hu, Yurun Chen, Yuhang Liu, Changqiao Wu, Pengzhi Gao, Wei Liu, Jian Luan, Shengyu Zhang

机构 * Zhejiang University（浙江大学） ； MiLM Plus, Xiaomi Inc.（小米公司） 纠错

专题命中 多模态Agent ：multimodal(abstract)；分类 cs.AI

LEAML: Label-Efficient Adaptation to Out-of-Distribution Visual Tasks for Multimodal Large Language Models

Ci-Siang Lin, Min-Hung Chen, Yu-Yang Sheng, Yu-Chiang Frank Wang

机构 * Graduate Institute of Communication Engineering, National Taiwan University, Taiwan（台湾国立台湾大学通信工程研究所） ； NVIDIA 纠错

专题命中 多模态训练与对齐 ：multimodal(title,abstract)；分类 cs.CV

Words That Make Language Models Perceive

Sophie L. Wang, Phillip Isola, Brian Cheung

专题命中 多模态训练与对齐 ：multimodal(abstract)；分类 cs.CV、cs.CL

Self-Improvement in Multimodal Large Language Models: A Survey

Shijian Deng, Kai Wang, Tianyu Yang, Harsh Singh, Yapeng Tian

机构 * The University of Texas at Dallas（德克萨斯大学达拉斯分校） ； University of Toronto（多伦多大学） ； University of Notre Dame（诺特丹大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

专题命中 其他多模态 ：multimodal(title,abstract)；分类 cs.CL

Comments EMNLP 2025

BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle

EunJeong Hwang, Peter West, Vered Shwartz

机构 * University of British Columbia（不列颠哥伦比亚大学） ； Vector Institute for AI（人工智能矢量研究所） 纠错

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions

Jhanvi Garg, Krishna Balasubramanian, Quan Zhou

专题命中 其他多模态 ：multimodal(abstract)

Comments 38 pages, 1 figure, 1 table