多模态大模型

Will Large Language Models Transform Clinical Prediction?

Yusuf Yildiz, Goran Nenadic, Meghna Jani, David A. Jenkins

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CL

Comments Published: BMC Diagnostic and Prognostic Research

TIR-Bench: A Comprehensive Benchmark for Agentic Thinking-with-Images Reasoning

Ming Li, Jike Zhong, Shitian Zhao, Haoquan Zhang, Shaoheng Lin, Yuxiang Lai, Chen Wei, Konstantinos Psounis, Kaipeng Zhang

机构 * Shanghai AI Laboratory（上海人工智能实验室） ； University of Southern California（南加州大学） ； Emory University（埃默里大学） ； Chinese University of Hong Kong（香港中文大学） ； Rice University（德克萨斯大学奥斯汀分校） 纠错

专题命中 多模态评测 ：multimodal(abstract)；分类 cs.CV

Comments Preprint

SAFe-Copilot: Unified Shared Autonomy Framework

Phat Nguyen, Erfan Aasi, Shiva Sreeram, Guy Rosman, Andrew Silva, Sertac Karaman, Daniela Rus

机构 * MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） ； TRI（丰田研究机构） ； MIT LIDS（麻省理工学院领导力与决策科学实验室） 纠错

专题命中 多模态评测 ：multi-modal(abstract)

Cluster Haptic Texture Dataset: Haptic Texture Dataset with Varied Velocity-Direction Sliding Contacts

Michikuni Eguchi, Tomohiro Hayase, Yuichi Hiroi, Takefumi Hiraki

专题命中 多模态评测 ：multimodal(abstract)

Comments dataset: https://doi.org/10.6084/m9.figshare.29438288 code: https://github.com/cluster-lab/Cluster-Haptic-Texture-Dataset

Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment

Zehui Feng, Chenqi Zhang, Mingru Wang, Minuo Wei, Shiwei Cheng, Cuntai Guan, Ting Han

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

Comments 30 pages, 16 figures, under review as a conference paper

EarthGPT-X: A Spatial MLLM for Multi-level Multi-Source Remote Sensing Imagery Understanding with Visual Prompting

Wei Zhang, Miaoxin Cai, Yaqian Ning, Tong Zhang, Yin Zhuang, Shijian Lu, He Chen, Jun Li, Xuerui Mao

机构 * School of Interdisciplinary Science, Beijing Institute of Technology（交叉科学学院，北京理工大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； National Key Laboratory of Science and Technology on Space-Born Intelligent Information Processing, Beijing Institute of Technology（空间智能信息处理国家重点实验室，北京理工大学） ； School of Optics and Photonics, Beijing Institute of Technology（光学与 photonics 学院，北京理工大学） ； State Key Laboratory of Explosion Science and Safety Protection, Beijing（爆炸科学与安全防护国家重点实验室，北京） 纠错

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

RLHF: A comprehensive Survey for Cultural, Multimodal and Low Latency Alignment Methods

Raghav Sharma, Manan Mehta, Sai Tiger Raina

机构 * Northeastern University（东北大学） ； University of Southern California（南加州大学） 纠错

专题命中 多模态训练与对齐 ：multimodal(title)；multi-modal(abstract)；分类 cs.CL、cs.AI

PixCLIP: Achieving Fine-grained Visual Language Understanding via Any-granularity Pixel-Text Alignment Learning

Yicheng Xiao, Yu Chen, Haoxuan Ma, Jiale Hong, Caorui Li, Lingxiang Wu, Haiyun Guo, Jinqiao Wang

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

FlexAC: Towards Flexible Control of Associative Reasoning in Multimodal Large Language Models

Shengming Yuan, Xinyu Lyu, Shuailong Wang, Beitao Chen, Jingkuan Song, Lianli Gao

机构 * University of Electronic Science and Technology of China（电子科学与技术大学） ； Southwestern University of Finance and Economics（西南财经大学） ； Tongji University（同济大学） 纠错

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

Comments 19 pages, 11 figures. Accepted by the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

Multimodal Physical Learning in Brain-Inspired Iontronic Networks

Monica Conte, René van Roij, Marjolein Dijkstra

专题命中 其他多模态 ：multimodal(title,abstract)

Comments 8 pages, 3 figures

A black-box optimization method with polynomial-based kernels and quadratic-optimization annealing

Yuki Minamoto, Yuya Sakamoto

专题命中 其他多模态 ：multi-modal(abstract)

Comments 32 pages, 11 figures, and 1 table