视觉大模型 / VLM

Scientific Algorithm Discovery by Augmenting AlphaEvolve with Deep Research

Gang Liu, Yihan Zhu, Jie Chen, Meng Jiang

机构 * University of Notre Dame（诺丁汉大学） ； MIT-IBM Watson AI Lab, IBM Research（麻省理工-IBM Watson AI实验室，IBM研究） 纠错

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

Comments 25 pages, 17 figures, 4 tables

CADReview: Automatically Reviewing CAD Programs with Error Detection and Correction

Jiali Chen, Xusen Hei, HongFei Liu, Yuancheng Wei, Zikun Deng, Jiayuan Xie, Yi Cai, Li Qing

机构 * School of Software Engineering, South China University of Technology（华南理工大学软件学院） ； Key Laboratory of Big Data and Intelligent Robot Ministry of Education（教育部大数据与智能机器人重点实验室） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

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

Comments ACL 2025 main conference

Data Factory with Minimal Human Effort Using VLMs

Jiaojiao Ye, Jiaxing Zhong, Qian Xie, Yuzhou Zhou, Niki Trigoni, Andrew Markham

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

Comments Tech report

Robust Object Detection for Autonomous Driving via Curriculum-Guided Group Relative Policy Optimization

Xu Jia

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

Visual Representations inside the Language Model

Benlin Liu, Amita Kamath, Madeleine Grunde-McLaughlin, Winson Han, Ranjay Krishna

机构 * University of Washington（华盛顿大学） ； University of California Los Angeles（加州大学洛杉矶分校） ； Allen Institute for AI（人工智能研究院） 纠错

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

Comments Accepted to COLM 2025

MedPAO: A Protocol-Driven Agent for Structuring Medical Reports

Shrish Shrinath Vaidya, Gowthamaan Palani, Sidharth Ramesh, Velmurugan Balasubramanian, Minmini Selvam, Gokulraja Srinivasaraja, Ganapathy Krishnamurthi

机构 * Department of Data Science and AI, IIT Madras, India（数据科学与人工智能系，印度理工学院马德拉斯学院） ； Department of Engineering Design, IIT Madras, India（工程设计系，印度理工学院马德拉斯学院） ； LoveForm Health Technologies, India（LoveForm健康科技公司，印度） ； Department of Radiology and Imaging Sciences, Sri Ramachandra Institute of Higher Education and Research, India（放射学与成像科学系， Sri Ramachandra高等教育与研究学院，印度） ； Department of Neuro and Interventional Radiology, Sri Ramachandra Institute of Higher Education and Research, India（神经放射学与介入放射学系，Sri Ramachandra高等教育与研究学院，印度） 纠错

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

Comments Paper published at "Agentic AI for Medicine" Workshop, MICCAI 2025

Journal ref Lecture Notes in Computer Science, vol 16147, 2025. Springer, Cham

Harnessing Synthetic Preference Data for Enhancing Temporal Understanding of Video-LLMs

Sameep Vani, Shreyas Jena, Maitreya Patel, Chitta Baral, Somak Aditya, Yezhou Yang

机构 * Arizona State University（亚利桑那州立大学） ； Indian Institute of Technology, Kharagpur（印度理工学院，克拉格浦） 纠错

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

Comments 17 pages, 9 figures, 6 tables. Presents TimeWarp, a synthetic preference data framework to improve temporal understanding in Video-LLMs, showing consistent gains across seven benchmarks. Includes supplementary material in the Appendix

Mask What Matters: Controllable Text-Guided Masking for Self-Supervised Medical Image Analysis

Ruilang Wang, Shuotong Xu, Bowen Liu, Runlin Huang, Donglong Chen, Weifeng Su

机构 * Beijing Normal–Hong Kong Baptist University（北京师范大学-香港 Baptist大学） 纠错

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

Autonomous Data Agents: A New Opportunity for Smart Data

Yanjie Fu, Dongjie Wang, Wangyang Ying, Xinyuan Wang, Xiangliang Zhang, Huan Liu, Jian Pei

机构 * Arizona State University（亚利桑那州立大学） ； University of Kansas（堪萨斯大学） ； University of Notre Dame（圣母大学） ； Duke University（杜克大学） 纠错

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

VisualChef: Generating Visual Aids in Cooking via Mask Inpainting

Oleh Kuzyk, Zuoyue Li, Marc Pollefeys, Xi Wang

机构 * ETH Zürich（苏黎世联邦理工学院） ； Microsoft（微软） ； TU Munich（慕尼黑工业大学） ； MCML 纠错

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

Comments GCPR 2025 (oral presentation; Best Master's Thesis Award)

Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking

Yunyi Zhang, Ruozhen Yang, Siqi Jiao, SeongKu Kang, Jiawei Han

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Korea University（韩国大学） 纠错

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

Comments Accepted to EMNLP 2025 Findings

PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology

Sejuti Majumder, Saarthak Kapse, Moinak Bhattacharya, Xuan Xu, Alisa Yurovsky, Prateek Prasanna

机构 * Department of Biomedical Informatics, Stony Brook University, NY, USA（生物医学信息学系，石溪大学，纽约，美国） ； Department of Computer Science, Stony Brook University, NY, USA（计算机科学系，石溪大学，纽约，美国） 纠错

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

Domain-Robust Marine Plastic Detection Using Vision Models

Saanvi Kataria

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

Comments 16 pages, 5 figures, 1 table

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

RS-OOD: A Vision-Language Augmented Framework for Out-of-Distribution Detection in Remote Sensing

Chenhao Wang, Yingrui Ji, Yu Meng, Yunjian Zhang, Yao Zhu

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

PhraseStereo: The First Open-Vocabulary Stereo Image Segmentation Dataset

Thomas Campagnolo, Ezio Malis, Philippe Martinet, Gaetan Bahl

机构 * Centre Inria d’Universite Cote d’Azur（法国国家信息与自动化技术研究所（Inria）） 纠错

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

Comments Accepted to X-Sense Ego-Exo Sensing for Smart Mobility Workshop at ICCV 2025 Conference

What if Othello-Playing Language Models Could See?

Xinyi Chen, Yifei Yuan, Jiaang Li, Serge Belongie, Maarten de Rijke, Anders Søgaard

机构 * University of Amsterdam（阿姆斯特丹大学） ； ETH Zürich（苏黎世联邦理工学院） ； University of Copenhagen（哥本哈根大学） 纠错

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

Comments ICML 2025 Assessing World Models Workshop; EMNLP 2025 Findings

ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction

Juan Yeo, Soonwoo Cha, Jiwoo Song, Hyunbin Jin, Taesup Kim

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

Comments Accepted at ICCV25

Learning Hierarchical Domain Models Through Environment-Grounded Interaction

Claudius Kienle, Benjamin Alt, Oleg Arenz, Jan Peters

机构 * Intelligent Autonomous Systems Group（智能自主系统组） ； TU Darmstadt（图宾根大学） ； AICOR Insitute for Artificial Intelligence（人工智能研究所） ； University of Bremen（不莱梅大学） 纠错

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

TSalV360: A Method and Dataset for Text-driven Saliency Detection in 360-Degrees Videos

Ioannis Kontostathis, Evlampios Apostolidis, Vasileios Mezaris

机构 * IEEE CBMI 2025 纠错

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

Comments IEEE CBMI 2025. This is the authors' accepted version. The final publication is available at https://ieeexplore.ieee.org/

DGM4+: Dataset Extension for Global Scene Inconsistency

Gagandeep Singh, Samudi Amarsinghe, Priyanka Singh, Xue Li

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

Comments 8 pages, 3 figures

Self-Supervised Anatomical Consistency Learning for Vision-Grounded Medical Report Generation

Longzhen Yang, Zhangkai Ni, Ying Wen, Yihang Liu, Lianghua He, Heng Tao Shen

机构 * Tongji University（同济大学） ； East China Normal University（华东师范大学） ； Shanghai Eye Disease Prevention and Treatment Center（上海眼病防治中心） 纠错

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

Where LLM Agents Fail and How They can Learn From Failures

Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You

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