视觉大模型 / VLM

Bayesian Test-time Adaptation for Object Recognition and Detection with Vision-language Models

Lihua Zhou, Mao Ye, Shuaifeng Li, Nianxin Li, Jinlin Wu, Xiatian Zhu, Lei Deng, Hongbin Liu, Jiebo Luo, Zhen Lei

机构 * Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science and Innovation, Chinese Academy of Sciences, Hong Kong, China（人工智能与机器人研究中心，香港科学与创新研究院，中国科学院，香港，中国） ； School of Computer Science and Engineering, University of Electronic Science and Technology of China（电子科学与技术大学计算机科学与工程学院） ； Surrey Institute for People-Centred Artificial Intelligence, CVSSP, University of Surrey（以人为中心的人工智能研究院，CVSSP， Surrey大学） ； School of Electronics and Information Engineering, Shenzhen University（电子与信息工程学院，深圳大学） ； University of Rochester（罗切斯特大学） 纠错

专题命中 视觉定位与Grounding ：vision-language model(title,abstract)；VLM(abstract)；grounding(abstract)；分类 cs.CV

Comments Under Review

Improving GUI Grounding with Explicit Position-to-Coordinate Mapping

Suyuchen Wang, Tianyu Zhang, Ahmed Masry, Christopher Pal, Spandana Gella, Bang Liu, Perouz Taslakian

机构 * ServiceNow ； Mila - Quebec AI Institute（魁北克人工智能研究所） ； Université de Montréal（蒙特利尔大学） ； York University（约克大学） ； Polytechnique Montréal（蒙特利尔理工学院） ； McGill University（麦吉尔大学） 纠错

专题命中 视觉定位与Grounding ：grounding(title,abstract)；分类 cs.CV、cs.AI

Glaucoma Detection and Structured OCT Report Generation via a Fine-tuned Multimodal Large Language Model

Jalil Jalili, Yashraj Gavhane, Evan Walker, Anna Heinke, Christopher Bowd, Akram Belghith, Massimo A. Fazio, Christopher A. Girkin, C. Gustavo De Moraes, Jeffrey M. Liebmann, Sally L. Baxter, Robert N. Weinreb, Linda M. Zangwill, Mark Christopher

专题命中 视觉定位与Grounding ：multimodal large language model(title,abstract)；分类 cs.CV、cs.AI

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 视觉定位与Grounding ：grounding(title)；MLLM(abstract)；分类 cs.AI

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 视觉定位与Grounding ：multimodal large language model(title)；分类 cs.AI

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

HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios

Kunyu Peng, Junchao Huang, Xiangsheng Huang, Di Wen, Junwei Zheng, Yufan Chen, Kailun Yang, Jiamin Wu, Chongqing Hao, Rainer Stiefelhagen

机构 * Karlsruhe Institute of Technology（卡尔斯鲁厄理工学院） ； Beijing Institute of Technology（北京理工大学） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； Hunan University（湖南大学） ； Shanghai AI Lab（上海人工智能实验室） ； HEBUST 纠错

专题命中 视觉定位与Grounding ：VLM(abstract)；分类 cs.CV、cs.LG

Comments Accepted to NeurIPS 2025. The dataset and code are available at https://github.com/KPeng9510/HopaDIFF

Geometry Meets Vision: Revisiting Pretrained Semantics in Distilled Fields

Zhiting Mei, Ola Shorinwa, Anirudha Majumdar

机构 * Princeton University（普林斯顿大学） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

MoGIC: Boosting Motion Generation via Intention Understanding and Visual Context

Junyu Shi, Yong Sun, Zhiyuan Zhang, Lijiang Liu, Zhengjie Zhang, Yuxin He, Qiang Nie

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

PhysHMR: Learning Humanoid Control Policies from Vision for Physically Plausible Human Motion Reconstruction

Qiao Feng, Yiming Huang, Yufu Wang, Jiatao Gu, Lingjie Liu

机构 * University of Pennsylvania（宾夕法尼亚大学） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.CV

Optimizing Long-Form Clinical Text Generation with Claim-Based Rewards

Samyak Jhaveri, Praphul Singh, Jangwon Kim, Tara Taghavi, Krishnaram Kenthapadi

机构 * Oracle Health AI（Oracle健康AI） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding

Xiangfeng Wang, Xiao Li, Yadong Wei, Xueyu Song, Yang Song, Xiaoqiang Xia, Fangrui Zeng, Zaiyi Chen, Liu Liu, Gu Xu, Tong Xu

机构 * University of Science and Technology of China（中国科学技术大学） ； ByteDance China（字节跳动中国） 纠错

专题命中 视觉定位与Grounding ：multimodal large language model(abstract)；分类 cs.CV

Comments Accepted by EMNLP 2025 Industry Track

cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree

Yilin Zhang, Xinran Zhao, Zora Zhiruo Wang, Chenyang Yang, Jiayi Wei, Tongshuang Wu

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.AI

Programming with Pixels: Can Computer-Use Agents do Software Engineering?

Pranjal Aggarwal, Sean Welleck

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 视觉定位与Grounding ：grounding(abstract)；分类 cs.LG

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection

Jiawen Zhu, Yew-Soon Ong, Chunhua Shen, Guansong Pang

机构 * Singapore Management University（新加坡管理学院） ； Nanyang Technological University（南洋理工大学） ； Zhejiang University（浙江大学） 纠错

专题命中 视觉定位与Grounding ：vision-language model(abstract)；分类 cs.CV

Comments Accepted to ICCV 2025; 11 pages, 3 figures