ICCV - arXivDaily 期刊&会议

2504.00502 2025-11-04 cs.CV cs.CL

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

Qianhao Yuan, Qingyu Zhang, Yanjiang Liu, Jiawei Chen, Yaojie Lu, Hongyu Lin, Jia Zheng, Xianpei Han, Le Sun

机构 * Institute of Software, Chinese Academy of Sciences（中国科学院软件研究所）； University of Chinese Academy of Sciences（中国科学院大学）

Comments Published as a conference paper at ICCV 2025. Project page: https://github.com/icip-cas/ShortV

2511.00411 2025-11-04 cs.LG cs.AI cs.CV

Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling

Zenghao Niu, Weicheng Xie, Siyang Song, Zitong Yu, Feng Liu, Linlin Shen

机构 * School of Computer Science & Software Engineering, Shenzhen University, China（深圳大学计算机科学与软件工程学院）； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, China（广东省人工智能与数字经济发展实验室（深圳））； Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen University, China（广东省智能信息处理省级重点实验室）； School of Computer Science, University of Exeter, U.K.（埃克塞特大学计算机科学学院）； Department of Computing and Information Technology, Great Bay University, China（大鹏大学计算与信息技术系）； Computer Vision Institute, School of Artificial Intelligence, Shenzhen University, China（人工智能学院计算机视觉研究所）

Comments accepted by iccv 2025

2511.00191 2025-11-04 cs.CV cs.AI cs.LG

A Retrospect to Multi-prompt Learning across Vision and Language

Ziliang Chen, Xin Huang, Quanlong Guan, Liang Lin, Weiqi Luo

机构 * Jinan University（济南大学）； Sun Yat-sen University（中山大学）； Pazhou Laboratory（琶洲实验室）

Comments ICCV

2510.14831 2025-11-04 cs.CV

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Qi Chen, Xinze Zhou, Chen Liu, Hao Chen, Wenxuan Li, Zekun Jiang, Ziyan Huang, Yuxuan Zhao, Dexin Yu, Junjun He, Yefeng Zheng, Ling Shao, Alan Yuille, Zongwei Zhou

机构 * Johns Hopkins University（约翰霍普金斯大学）； UCAS-Terminus AI Lab, University of Chinese Academy of Sciences（中国科学院大学Terminus AI实验室）； Hong Kong Polytechnic University（香港理工大学）； University of Cambridge（剑桥大学）； Sichuan University（四川大学）； Shanghai Jiao Tong University（上海交通大学）； Shanghai AI Laboratory（上海人工智能实验室）； Qilu Hospital of Shandong University（山东大学齐鲁医院）； Westlake University（西湖大学）

Comments ICCV 2025

2510.08271 2025-11-04 cs.GR cs.CV cs.LG

SViM3D: Stable Video Material Diffusion for Single Image 3D Generation

Andreas Engelhardt, Mark Boss, Vikram Voleti, Chun-Han Yao, Hendrik P. A. Lensch, Varun Jampani

机构 * Stability AI ； University of Tübingen（图宾根大学）

Comments Accepted by International Conference on Computer Vision (ICCV 2025). Project page: http://svim3d.aengelhardt.com

2508.09780 2025-11-04 cs.CV cs.AI

Combinative Matching for Geometric Shape Assembly

Nahyuk Lee, Juhong Min, Junhong Lee, Chunghyun Park, Minsu Cho

机构 * POSTECH ； Samsung Research America（三星美国研究院）； RLWRLD

Comments Accepted to ICCV 2025 (Highlight)