ICCV

PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning

M. Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk

机构 * STEM University of South Australia（南澳大利亚STEM大学） ； Institute for Infocomm Research, A*STAR & IPAL（信息与通信研究所，A*STAR及IPAL） ； Systems Research Institute, Polish Academy of Sciences（波兰科学院系统研究所） 纠错

Comments ICCV 2025

Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement

Junyu Lou, Xiaorui Zhao, Kexuan Shi, Shuhang Gu

机构 * University of Electronic Science and Technology of China（电子科技大学） 纠错

Comments Accepted to ICCV 2025

Foresight in Motion: Reinforcing Trajectory Prediction with Reward Heuristics

Muleilan Pei, Shaoshuai Shi, Xuesong Chen, Xu Liu, Shaojie Shen

机构 * HKUST（香港科技大学） ； Voyager Research, Didi Chuxing（维嘉尔研究，滴滴出行） ； Zhuoyu Technology（筑宇科技） 纠错

Comments Accepted by ICCV 2025

IDFace: Face Template Protection for Efficient and Secure Identification

Sunpill Kim, Seunghun Paik, Chanwoo Hwang, Dongsoo Kim, Junbum Shin, Jae Hong Seo

机构 * Department of Mathematics & Research Institute for Natural Sciences, Hanyang University（数学系与自然科学院，翰阳大学） ； CryptoLab Inc.（CryptoLab公司） 纠错

Comments Accepted to ICCV 2025

Dataset Ownership Verification for Pre-trained Masked Models

Yuechen Xie, Jie Song, Yicheng Shan, Xiaoyan Zhang, Yuanyu Wan, Shengxuming Zhang, Jiarui Duan, Mingli Song

机构 * Zhejiang University（浙江大学） ； The University of Sydney（悉尼大学） ； State Key Laboratory of Blockchain and Security, Zhejiang University（浙江大学区块链与安全重点实验室） ； Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security（杭州高新技术区（滨江）区块链与数据安全研究院） 纠错

Comments Accepted by ICCV 2025

AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation

Hao Li, Ju Dai, Feng Zhou, Kaida Ning, Lei Li, Junjun Pan

机构 * Beihang University（北京航空航天大学） ； Peng Cheng Laboratory（鹏城实验室） ； North China University of Technology（华北理工大学） ； University of Washington（华盛顿大学） ； University of Copenhagen（哥本哈根大学） 纠错

Comments ICCV 2025

Unsupervised Part Discovery via Descriptor-Based Masked Image Restoration with Optimized Constraints

Jiahao Xia, Yike Wu, Wenjian Huang, Jianguo Zhang, Jian Zhang

机构 * Faculty of Engineering and IT, University of Technology Sydney（技术悉尼大学工程与信息学院） ； Dept. of Comp. Sci. and Eng., Southern University of Science and Technology（南方科技大学计算机科学与工程系） 纠错

Comments Accepted to ICCV 2025

Watch, Listen, Understand, Mislead: Tri-modal Adversarial Attacks on Short Videos for Content Appropriateness Evaluation

Sahid Hossain Mustakim, S M Jishanul Islam, Ummay Maria Muna, Montasir Chowdhury, Mohammed Jawwadul Islam, Sadia Ahmmed, Tashfia Sikder, Syed Tasdid Azam Dhrubo, Swakkhar Shatabda

机构 * United International University（国际大学） ； BRAC University（BRAC大学） ； University of British Columbia（不列颠哥伦比亚大学） ； Bangladesh University of Professionals（孟加拉专业大学） ； University of Alberta（阿尔伯塔大学） 纠错

Comments Accepted as long paper, SVU Workshop at ICCV 2025

SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation

Hao Ban, Gokul Ram Subramani, Kaiyi Ji

机构 * University at Buffalo（布法罗大学） 纠错

Comments Accepted to ICCV 2025

Robust Low-light Scene Restoration via Illumination Transition

Ze Li, Feng Zhang, Xiatian Zhu, Meng Zhang, Yanghong Zhou, P. Y. Mok

机构 * The Hong Kong University of Science and Technology（香港科学与技术大学） ； The Hong Kong Polytechnic University（香港理工大学） ； Nanjing University of Posts and Telecommunications（南京邮电大学） ； University of Surrey（萨里大学） 纠错

Comments 10 pages, 5 figures, Accepted to ICCV 2025

Cross-modal Ship Re-Identification via Optical and SAR Imagery: A Novel Dataset and Method

Han Wang, Shengyang Li, Jian Yang, Yuxuan Liu, Yixuan Lv, Zhuang Zhou

机构 * Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences（中国科学院空间利用技术与工程中心） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

Comments Accepted to ICCV 2025

HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model

Tao Wang, Changxu Cheng, Lingfeng Wang, Senda Chen, Wuyue Zhao

机构 * Uni-Ubi ； Zhejiang University（浙江大学） ； Tongji University（同济大学） 纠错

Comments Accepted by ICCV 2025; the code is at https://github.com/yayafengzi/LMM-HiMTok

HIS-GPT: Towards 3D Human-In-Scene Multimodal Understanding

Jiahe Zhao, Ruibing Hou, Zejie Tian, Hong Chang, Shiguang Shan

机构 * Key Laboratory of AI Safety of Chinese Academy of Sciences (CAS)（中国科学院人工智能安全重点实验室） ； Institute of Computing Technology, CAS（中国科学院计算技术研究所） ； University of CAS（中国科学院大学） ； Communication University of China（通信大学） 纠错

Comments ICCV 2025

Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers

Weiming Ren, Wentao Ma, Huan Yang, Cong Wei, Ge Zhang, Wenhu Chen

机构 * University of Waterloo（滑铁卢大学） ； University of Toronto（多伦多大学） ； Kuaishou Technology（快手科技） ； Vector Institute（向量研究所） ； M-A-P 纠错

Comments ICCV 2025 Camera Ready Version. Project Page: https://tiger-ai-lab.github.io/Vamba/

Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction

Haonan Wang, Qixiang Zhang, Lehan Wang, Xuanqi Huang, Xiaomeng Li

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

Comments Accepted by ICCV 2025, camera ready version

Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition

Jeonghyeok Do, Munchurl Kim

机构 * Korea Advanced Institute of Science and Technology（韩国科学技术院） 纠错

Comments ICCV 2025 (camera-ready version). Please visit our project page at https://kaist-viclab.github.io/TDSM_site/

PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models

Qingdong He, Jinlong Peng, Zhengkai Jiang, Xiaobin Hu, Jiangning Zhang

机构 * Tencent Youtu Lab（腾讯优图实验室） 纠错

Comments Accepted by ICCV 2025 E2E3D Workshop

CharaConsist: Fine-Grained Consistent Character Generation

Mengyu Wang, Henghui Ding, Jianing Peng, Yao Zhao, Yunpeng Chen, Yunchao Wei

机构 * Institute of Information Science, Beijing Jiaotong University（信息科学学院，北京交通大学） ； Institute of Big Data, Fudan University（大数据学院，复旦大学） ； Visual Intelligence + X International Joint Laboratory of the Ministry of Education（教育部视觉智能+X国际联合实验室） ； Alkaid Pte. Ltd., Singapore（新加坡Alkaid公司） 纠错

Comments ICCV 2025 accepted paper, project page: https://murray-wang.github.io/CharaConsist/

MonoMVSNet: Monocular Priors Guided Multi-View Stereo Network

Jianfei Jiang, Qiankun Liu, Haochen Yu, Hongyuan Liu, Liyong Wang, Jiansheng Chen, Huimin Ma

机构 * University of Science and Technology Beijing（北京科技大学） 纠错

Comments Accepted by ICCV 2025

Diffusion-Based Imaginative Coordination for Bimanual Manipulation

Huilin Xu, Jian Ding, Jiakun Xu, Ruixiang Wang, Jun Chen, Jinjie Mai, Yanwei Fu, Bernard Ghanem, Feng Xu, Mohamed Elhoseiny

Comments 15 pages, including 10 figures and 16 tables. Accepted at ICCV 2025

Task-Oriented Human Grasp Synthesis via Context- and Task-Aware Diffusers

An-Lun Liu, Yu-Wei Chao, Yi-Ting Chen

机构 * National Yang Ming Chiao Tung University（阳明交通大学） ； NVIDIA（英伟达） 纠错

Comments Accepted by ICCV 2025

Supercharging Floorplan Localization with Semantic Rays

Yuval Grader, Hadar Averbuch-Elor

机构 * Tel Aviv University（特拉维夫大学） ； Cornell University（康奈尔大学） 纠错

Comments Accepted at ICCV 2025. https://tau-vailab.github.io/SemRayLoc/

Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation

Siyu Chen, Ting Han, Changshe Zhang, Xin Luo, Meiliu Wu, Guorong Cai, Jinhe Su

机构 * Jimei University（集美大学） ； Sun Yat-sen University（中山大学） ； University of Glasgow（格拉斯哥大学） ； Xidian University（西安电子科技大学） 纠错

Comments Accepted by ICCV 2025

QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning

Haoxuan Wang, Yuzhang Shang, Zhihang Yuan, Junyi Wu, Junchi Yan, Yan Yan

机构 * University of Illinois Chicago（伊利诺伊大学芝加哥分校） ； University of Central Florida（中央佛罗里达大学） ； Shanghai Jiao Tong University（上海交通大学） ； Houmo AI 纠错

Comments ICCV 2025. Code is available at https://github.com/hatchetProject/QuEST

Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation

Sunghyun Park, Jungsoo Lee, Shubhankar Borse, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli

机构 * Qualcomm AI Research（高通人工智能研究） 纠错

Comments Accepted to ICCV 2025; 15 pages

Sparse Fine-Tuning of Transformers for Generative Tasks

Wei Chen, Jingxi Yu, Zichen Miao, Qiang Qiu

Comments Accepted by International Conference on Computer Vision 2025

Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines

Jiayuan Chen, Thai-Hoang Pham, Yuanlong Wang, Ping Zhang

机构 * The Ohio State University（俄亥俄州立大学） 纠错

Comments ICCV 2025

CWNet: Causal Wavelet Network for Low-Light Image Enhancement

Tongshun Zhang, Pingping Liu, Yubing Lu, Mengen Cai, Zijian Zhang, Zhe Zhang, Qiuzhan Zhou

机构 * College of Computer Science and Technology, Jilin University（吉林大学计算机科学与技术学院） ； Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education（教育部符号计算与知识工程重点实验室） ； College of Communication Engineering, Jilin University（吉林大学通信工程学院） 纠错

Comments Accepted by ICCV 2025

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening

Jeonghyeok Do, Sungpyo Kim, Geunhyuk Youk, Jaehyup Lee, Munchurl Kim

机构 * KAIST（韩国科学技术院） ； Kyungpook National University（庆北国立大学） 纠错

Comments ICCV 2025 (camera-ready version). Please visit our project page https://kaist-viclab.github.io/PAN-Crafter_site

Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates

Kecheng Chen, Xinyu Luo, Tiexin Qin, Jie Liu, Hui Liu, Victor Ho Fun Lee, Hong Yan, Haoliang Li

Comments Accepted by ICCV 2025