ICCV

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

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning

Zedong Wang, Siyuan Li, Dan Xu

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

Comments ICCV 2025 (Highlight). Project page: https://jacky1128.github.io/RepMTL/

AgroBench: Vision-Language Model Benchmark in Agriculture

Risa Shinoda, Nakamasa Inoue, Hirokatsu Kataoka, Masaki Onishi, Yoshitaka Ushiku

Comments ICCV 2025

ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation

Sherry X. Chen, Yi Wei, Luowei Zhou, Suren Kumar

机构 * Samsung AI Center（三星AI中心） ； Mountain View University of California, Santa Barbara（山景城加州大学圣巴巴拉分校） 纠错

Comments International Conference on Computer Vision (ICCV) 2025

Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision

Xiao Fang, Minhyek Jeon, Zheyang Qin, Stanislav Panev, Celso de Melo, Shuowen Hu, Shayok Chakraborty, Fernando De la Torre

机构 * Carnegie Mellon University（卡内基梅隆大学） ； DEVCOM Army Research Laboratory（陆军研究实验室） ； Florida State University（佛罗里达州立大学） 纠错

Comments ICCV 2025

Not Only Grey Matter: OmniBrain for Robust Multimodal Classification of Alzheimer's Disease

Ahmed Sharshar, Yasser Ashraf, Tameem Bakr, Salma Hassan, Hosam Elgendy, Mohammad Yaqub, Mohsen Guizani

Comments Published in Third Workshop on Computer Vision for Automated Medical Diagnosis CVAMD 2025 in ICCV 2025

METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models

Yuchen Liu, Yaoming Wang, Bowen Shi, Xiaopeng Zhang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian

Comments Accepted by ICCV 2025

Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting

Alexey Kravets, Da Chen, Vinay P. Namboodiri

Journal ref 2025 IEEE/CVF International Conference on Computer Vision (ICCV)

Learning to See Inside Opaque Liquid Containers using Speckle Vibrometry

Matan Kichler, Shai Bagon, Mark Sheinin

Comments ICCV 2025

Implicit Counterfactual Learning for Audio-Visual Segmentation

Mingfeng Zha, Tianyu Li, Guoqing Wang, Peng Wang, Yangyang Wu, Yang Yang, Heng Tao Shen

Comments Accepted by ICCV 2025

AIComposer: Any Style and Content Image Composition via Feature Integration

Haowen Li, Zhenfeng Fan, Zhang Wen, Zhengzhou Zhu, Yunjin Li

Journal ref ICCV 2025

M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast

Jiacheng Lu, Hui Ding, Shiyu Zhang, Guoping Huo

Comments ICCV 2025 Accepted

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy

Yaxin Xiao, Qingqing Ye, Li Hu, Huadi Zheng, Haibo Hu, Zi Liang, Haoyang Li, Yijie Jiao

Comments Accepted by ICCV 2025

FED-PsyAU: Privacy-Preserving Micro-Expression Recognition via Psychological AU Coordination and Dynamic Facial Motion Modeling

Jingting Li, Yu Qian, Lin Zhao, Su-Jing Wang

Journal ref 2025 IEEE/CVF International Conference on Computer Vision (ICCV)

Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training

Qiaosi Yi, Shuai Li, Rongyuan Wu, Lingchen Sun, Yuhui Wu, Lei Zhang

机构 * The Hong Kong Polytechnic University（香港理工大学） ； OPPO Research Institute（OPPO研究院） 纠错

Comments ICCV 2025

Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation

Yooshin Cho, Hanbyel Cho, Janghyeon Lee, HyeongGwon Hong, Jaesung Ahn, Junmo Kim

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

Comments Accepted to ICCV 2025 (Poster)

PUMPS: Skeleton-Agnostic Point-based Universal Motion Pre-Training for Synthesis in Human Motion Tasks

Clinton Ansun Mo, Kun Hu, Chengjiang Long, Dong Yuan, Wan-Chi Siu, Zhiyong Wang

机构 * School of Computer Science, The University of Sydney（悉尼大学计算机科学学院） ； The University of Tokyo（东京大学） ； School of Science, Edith Cowan University（埃迪斯·科温大学科学学院） ； Meta Reality Labs（Meta现实实验室） ； Hong Kong Polytechnic University（香港理工大学） 纠错

Comments Accepted for publication in ICCV 2025

Player-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning

Zeyu Xi, Haoying Sun, Yaofei Wu, Junchi Yan, Haoran Zhang, Lifang Wu, Liang Wang, Changwen Chen

机构 * Beijing University of Technology（北京理工大学） ； Shanghai Jiao Tong University（上海交通大学） ； Chinese Academy of Sciences（中国科学院） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

Comments Accepted by ICCV 2025 (Poster)

Region-based Cluster Discrimination for Visual Representation Learning

Yin Xie, Kaicheng Yang, Xiang An, Kun Wu, Yongle Zhao, Weimo Deng, Zimin Ran, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, Jiankang Deng

机构 * DeepGlint ； University of Technology Sydney（悉尼科技大学） ； Huawei London Research Center（华为伦敦研究中心） ； Imperial College London（伦敦帝国理工学院） 纠错

Comments Accepted as a highlight paper at ICCV 2025

Efficient Self-Supervised Neuro-Analytic Visual Servoing for Real-time Quadrotor Control

Sebastian Mocanu, Sebastian-Ion Nae, Mihai-Eugen Barbu, Marius Leordeanu

机构 * National University of Science and Technology POLITEHNICA Bucharest（波兰亚斯特拉尔国立科学与技术大学） ； NORCE Norwegian Research Center（挪威研究中心） 纠错

Comments Accepted at the International Conference on Computer Vision Workshops 2025

AutoSign: Direct Pose-to-Text Translation for Continuous Sign Language Recognition

Samuel Ebimobowei Johnny, Blessed Guda, Andrew Blayama Stephen, Assane Gueye

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

Comments Paper to appear at the 1st Workshop in Multimodal Sign Language Recognition at ICCV 2025

HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning

Jun Li, Jinpeng Wang, Chaolei Tan, Niu Lian, Long Chen, Yaowei Wang, Min Zhang, Shu-Tao Xia, Bin Chen

机构 * Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） ； Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Research Center of Artificial Intelligence, Peng Cheng Laboratory（鹏城实验室人工智能研究中心） ； The Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

Comments Accepted by ICCV'25. 13 pages, 6 figures, 4 tables

SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting

Zihui Gao, Jia-Wang Bian, Guosheng Lin, Hao Chen, Chunhua Shen

Comments Accepted to ICCV 2025

One Last Attention for Your Vision-Language Model

Liang Chen, Ghazi Shazan Ahmad, Tianjun Yao, Lingqiao Liu, Zhiqiang Shen

Comments Accepted by ICCV 2025

ViewSRD: 3D Visual Grounding via Structured Multi-View Decomposition

Ronggang Huang, Haoxin Yang, Yan Cai, Xuemiao Xu, Huaidong Zhang, Shengfeng He

机构 * South China University of Technology（华南理工大学） ； Guangdong Engineering Center for Large Model and GenAI Technology（广东省大模型与生成式人工智能技术工程中心） ； State Key Laboratory of Subtropical Building and Urban Science（亚热带建筑科学国家重点实验室） ； Ministry of Education Key Laboratory of Big Data and Intelligent Robot（教育部大数据与智能机器人重点实验室） ； Guangdong Provincial Key Lab of Computational Intelligence and Cyberspace Information（广东省计算智能与网络信息重点实验室） ； Singapore Management University（新加坡国立大学） 纠错

Comments Accepted by ICCV 2025

IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution

Sejin Park, Sangmin Lee, Kyong Hwan Jin, Seung-Won Jung

Comments ICCV 2025

Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection

Subhajit Maity, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Aneeshan Sain, Yi-Zhe Song

机构 * Department of Computer Science, University of Central Florida（中央佛罗里达大学计算机科学系） ； SketchX, CVSSP, University of Surrey（SketchX、CVSSP、塞雷尔大学） 纠错

Comments Accepted at ICCV 2025. Project Page: https://subhajitmaity.me/DYKp

Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation

Yihong Cao, Jiaming Zhang, Xu Zheng, Hao Shi, Kunyu Peng, Hang Liu, Kailun Yang, Hui Zhang

Comments Accepted to ICCV 2025. All data and code will be made publicly available at https://github.com/yihong-97/UNLOCK

Egocentric Action-aware Inertial Localization in Point Clouds with Vision-Language Guidance

Mingfang Zhang, Ryo Yonetani, Yifei Huang, Liangyang Ouyang, Ruicong Liu, Yoichi Sato

机构 * The University of Tokyo（东京大学） ； CyberAgent AI Lab（CyberAgent AI实验室） 纠错

Comments ICCV 2025