ICCV

MOVE: Motion-Guided Few-Shot Video Object Segmentation

Kaining Ying, Hengrui Hu, Henghui Ding

机构 * Fudan University（复旦大学） 纠错

Comments ICCV 2025, Project Page: https://henghuiding.com/MOVE/

PanoSplatt3R: Leveraging Perspective Pretraining for Generalized Unposed Wide-Baseline Panorama Reconstruction

Jiahui Ren, Mochu Xiang, Jiajun Zhu, Yuchao Dai

机构 * School of Electronics and Information, Northwestern Polytechnical University and Shaanxi Key Laboratory of Information Acquisition and Processing（电子工程学院、西北工业大学和陕西省信息获取与处理重点实验室） 纠错

Comments Accepted to ICCV 2025

Cross-Architecture Distillation Made Simple with Redundancy Suppression

Weijia Zhang, Yuehao Liu, Wu Ran, Chao Ma

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

Comments Accepted by ICCV 2025 (Highlight)

Adversarial Reconstruction Feedback for Robust Fine-grained Generalization

Shijie Wang, Jian Shi, Haojie Li

机构 * College of Computer and Engineering, Shandong University of Science and Technology（山东科技大学计算机与工程学院） ； School of Software, Dalian University of Technology（大连理工大学软件学院） 纠错

Comments ICCV 2025

Automated Detection of Antarctic Benthic Organisms in High-Resolution In Situ Imagery to Aid Biodiversity Monitoring

Cameron Trotter, Huw Griffiths, Tasnuva Ming Khan, Rowan Whittle

机构 * British Antarctic Survey（英国南极调查局） ； University of Cambridge（剑桥大学） 纠错

Comments Accepted to ICCV 2025's Joint Workshop on Marine Vision (ICCVW, CVAUI&AAMVEM). Main paper (11 pages, 3 figures, 3 tables) plus supplementary (7 pages, 5 figures, 2 tables)

Progressive Homeostatic and Plastic Prompt Tuning for Audio-Visual Multi-Task Incremental Learning

Jiong Yin, Liang Li, Jiehua Zhang, Yuhan Gao, Chenggang Yan, Xichun Sheng

机构 * Hangzhou Dianzi University（杭州电子科技大学） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； Xi’an Jiaotong University（西安交通大学） ； Macao Polytechnic University（澳门 polytechnic university） 纠错

Comments Accepted by ICCV 2025

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning

Wenxuan Bao, Ruxi Deng, Ruizhong Qiu, Tianxin Wei, Hanghang Tong, Jingrui He

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

Comments Accepted by ICCV 2025

Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval

Zhichuan Wang, Yang Zhou, Zhe Liu, Rui Yu, Song Bai, Yulong Wang, Xinwei He, Xiang Bai

机构 * Huazhong Agricultural University（华中农业大学） ； Shenzhen University（深圳大学） ； The University of Hong Kong（香港大学） ； University of Louisville（路易斯安那大学） ； ByteDance（字节跳动） ； Huazhong University of Science and Technology（华中科技大学） 纠错

Comments Accepted to ICCV 2025

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View

Zitong Zhang, Suranjan Gautam, Rui Yu

机构 * University of Louisville（路易斯维尔大学） 纠错

Comments ICCV 2025. Project page: https://top2pano.github.io/

JWB-DH-V1: Benchmark for Joint Whole-Body Talking Avatar and Speech Generation Version 1

Xinhan Di, Kristin Qi, Pengqian Yu

机构 * Computer Science, University of Massachusetts Boston（马萨诸塞大学波士顿分校计算机科学系） ； National University of Singapore（新加坡国立大学） 纠错

Comments WiCV @ ICCV 2025

T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation

Chieh-Yun Chen, Min Shi, Gong Zhang, Humphrey Shi

Comments ICCV 2025

DASH: 4D Hash Encoding with Self-Supervised Decomposition for Real-Time Dynamic Scene Rendering

Jie Chen, Zhangchi Hu, Peixi Wu, Huyue Zhu, Hebei Li, Xiaoyan Sun

机构 * University of Science and Technology of China（中国科学技术大学） ； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center（合肥综合国家科学中心人工智能研究院） 纠错

Comments ICCV 2025

SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation

Shiqi Huang, Shuting He, Huaiyuan Qin, Bihan Wen

机构 * Nanyang Technological University（南洋理工大学） ； MoE Key Laboratory of Interdisciplinary Research of Computation and Economics, Shanghai University of Finance and Economics（上海财经大学经济与计算交叉研究重点实验室） ； Institute for Infocomm Research (I 2 R), A*STAR, Singapore（新加坡资讯与通讯研究院） 纠错

Comments ICCV 2025 (Highlight), code see https://github.com/HuangShiqi128/SCORE

FIX-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text

Bingchao Wang, Zhiwei Ning, Jianyu Ding, Xuanang Gao, Yin Li, Dongsheng Jiang, Jie Yang, Wei Liu

机构 * Shanghai Jiao Tong University（上海交通大学） ； Huawei Inc.（华为公司） 纠错

Comments Accepted by ICCV 2025

RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS

Chuanyu Fu, Yuqi Zhang, Kunbin Yao, Guanying Chen, Yuan Xiong, Chuan Huang, Shuguang Cui, Xiaochun Cao

机构 * Sun Yat-sen University（中山大学） ； FNii-Shenzhen（FNii-深圳） ； SSE, CUHKSZ（CUHKSZ信息科技学院） ； Guangdong Key Laboratory of Information Security Technology（广东省信息安全技术重点实验室） 纠错

Comments ICCV 2025. Project page: https://fcyycf.github.io/RobustSplat/

InfiniteYou: Flexible Photo Recrafting While Preserving Your Identity

Liming Jiang, Qing Yan, Yumin Jia, Zichuan Liu, Hao Kang, Xin Lu

机构 * ByteDance Intelligent Creation Project（字节跳动智能创作项目） 纠错

Comments ICCV 2025 (Highlight). Project page: https://bytedance.github.io/InfiniteYou/ Code and model: https://github.com/bytedance/InfiniteYou

V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video

Jianqi Chen, Biao Zhang, Xiangjun Tang, Peter Wonka

Comments Accepted by ICCV 2025. Project page: https://windvchen.github.io/V2M4/

ZeroStereo: Zero-shot Stereo Matching from Single Images

Xianqi Wang, Hao Yang, Gangwei Xu, Junda Cheng, Min Lin, Yong Deng, Jinliang Zang, Yurui Chen, Xin Yang

机构 * Huazhong University of Science and Technology（华中科技大学） ； Autel Robotics（Autel机器人公司） ； Optics Valley Laboratory（光学谷实验室） 纠错

Comments Accepted to ICCV 2025

Back Home: A Computer Vision Solution to Seashell Identification for Ecological Restoration

Alexander Valverde, Luis Solano, André Montoya

机构 * FIFCO 纠错

Comments ICCV 2025 (CV4E Workshop)

UniPaint: Unified Space-time Video Inpainting via Mixture-of-Experts

Zhen Wan, Chenyang Qi, Zhiheng Liu, Tao Gui, Yue Ma

机构 * Fudan University（复旦大学） ； HKUST（香港科技大学） ； HKU（香港大学） 纠错

Comments ICCV 1st Workshop on Human-Interactive Generation and Editing (poster)

DIVE: Taming DINO for Subject-Driven Video Editing

Yi Huang, Wei Xiong, He Zhang, Chaoqi Chen, Jianzhuang Liu, Mingfu Yan, Shifeng Chen

机构 * Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） ； vivo AI Lab（vivo AI实验室） ； NVIDIA ； Adobe Research（Adobe研究院） ； Shenzhen University（深圳大学） ； Southeast University（东南大学） ； Shenzhen University of Advanced Technology（深圳大学先进技术学院） 纠错

Comments Accepted by ICCV 2025

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Yiwu Zhong, Zhuoming Liu, Yin Li, Liwei Wang

机构 * The Chinese University of Hong Kong（香港中文大学） ； University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

Comments Accepted to ICCV 2025

Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator

Ronglai Zuo, Rolandos Alexandros Potamias, Evangelos Ververas, Jiankang Deng, Stefanos Zafeiriou

机构 * Imperial College London（伦敦帝国学院） 纠错

Comments Accepted by ICCV 2025

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree

Shuangrui Ding, Rui Qian, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Yuwei Guo, Dahua Lin, Jiaqi Wang

机构 * The Chinese University of Hong Kong（香港中文大学） ； Shanghai AI Laboratory（上海人工智能实验室） ； CPII under InnoHK（创新香港下的CPII） 纠错

Comments ICCV 2025, Project page: https://mark12ding.github.io/project/SAM2Long/ ; github page: https://github.com/Mark12Ding/SAM2Long/

IRASim: A Fine-Grained World Model for Robot Manipulation

Fangqi Zhu, Hongtao Wu, Song Guo, Yuxiao Liu, Chilam Cheang, Tao Kong

机构 * Hong Kong University of Science and Technology（香港科技大学） ； ByteDance Seed（字节跳动种子） 纠错

Comments Opensource, project website: https://gen-irasim.github.io

Journal ref ICCV 2025