ICCV

Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching

Yuhan Liu, Jingwen Fu, Yang Wu, Kangyi Wu, Pengna Li, Jiayi Wu, Sanping Zhou, Jingmin Xin

机构 * National Key Laboratory of Human-Machine Hybrid Augmented Intelligence（人机混合增强智能国家重点实验室） ； National Engineering Research Center for Visual Information and Applications（视觉信息与应用国家工程研究中心） ； Institute of Artificial Intelligence and Robotics（人工智能与机器人研究院） ； Xi’an Jiaotong University（西安交通大学） 纠错

Comments Accepted by ICCV 2025

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs

Jiahe Zhao, Rongkun Zheng, Yi Wang, Helin Wang, Hengshuang Zhao

机构 * University of Chinese Academy of Sciences（中国科学院大学） ； The University of Hong Kong（香港大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Shanghai Innovation Institute（上海创新研究院） ； Fudan University（复旦大学） 纠错

Comments ICCV 2025

FaceLLM: A Multimodal Large Language Model for Face Understanding

Hatef Otroshi Shahreza, Sébastien Marcel

Comments Accepted in ICCV 2025 workshops

Kaleidoscopic Background Attack: Disrupting Pose Estimation with Multi-Fold Radial Symmetry Textures

Xinlong Ding, Hongwei Yu, Jiawei Li, Feifan Li, Yu Shang, Bochao Zou, Huimin Ma, Jiansheng Chen

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

Comments Accepted at ICCV 2025. Project page is available at https://wakuwu.github.io/KBA

ProGait: A Multi-Purpose Video Dataset and Benchmark for Transfemoral Prosthesis Users

Xiangyu Yin, Boyuan Yang, Weichen Liu, Qiyao Xue, Abrar Alamri, Goeran Fiedler, Wei Gao

机构 * University of Pittsburgh（匹兹堡大学） 纠错

Comments Accepted by ICCV'25

Straighten Viscous Rectified Flow via Noise Optimization

Jimin Dai, Jiexi Yan, Jian Yang, Lei Luo

机构 * PCA Lab, Nanjing University of Science and Technology（南京理工大学科学与工程学院实验室） ； Xidian University（西安电子科技大学） 纠错

Journal ref International Conference on Computer Vision 2025

Taming Modern Point Tracking for Speckle Tracking Echocardiography via Impartial Motion

Md Abulkalam Azad, John Nyberg, Håvard Dalen, Bjørnar Grenne, Lasse Lovstakken, Andreas Østvik

机构 * Norwegian University of Science and Technology（挪威科学与技术大学） ； Clinic of Cardiology, St. Olavs Hospital（圣奥拉夫医院心内科） ； SINTEF Digital（SINTEF数字） 纠错

Comments Accepted to CVAMD workshop at ICCV 2025

DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation

Ivan Martinović, Josip Šarić, Marin Oršić, Matej Kristan, Siniša Šegvić

机构 * Faculty of Electrical Engineering and Computing（电子工程与计算学院） ； Faculty of Computer and Information Science（计算机与信息科学学院） 纠错

Comments ICCV 2025 Findings Workshop

IGD: Instructional Graphic Design with Multimodal Layer Generation

Yadong Qu, Shancheng Fang, Yuxin Wang, Xiaorui Wang, Zhineng Chen, Hongtao Xie, Yongdong Zhang

机构 * University of Science and Technology of China（中国科学技术大学） ； YuanShi Technology（元世科技） ； Institute of Trustworthy Embodied AI, Fudan University（复旦大学可信具身人工智能研究院） 纠错

Comments ICCV 2025

Measuring the Impact of Rotation Equivariance on Aerial Object Detection

Xiuyu Wu, Xinhao Wang, Xiubin Zhu, Lan Yang, Jiyuan Liu, Xingchen Hu

机构 * Xidian University（西电大学） ； National University of Defense Technology（国防科技大学） 纠错

Comments Accepted by ICCV 2025

Resolution Revolution: A Physics-Guided Deep Learning Framework for Spatiotemporal Temperature Reconstruction

Shengjie Liu, Lu Zhang, Siqin Wang

机构 * University of Southern California（南加州大学） 纠错

Comments ICCV 2025 Workshop SEA -- International Conference on Computer Vision 2025 Workshop on Sustainability with Earth Observation and AI

Democratizing High-Fidelity Co-Speech Gesture Video Generation

Xu Yang, Shaoli Huang, Shenbo Xie, Xuelin Chen, Yifei Liu, Changxing Ding

机构 * South China University of Technology（华南理工大学） ； Tencent AI Lab（腾讯AI实验室） 纠错

Comments ICCV 2025

Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation

Quanzhu Niu, Yikang Zhou, Shihao Chen, Tao Zhang, Shunping Ji

机构 * Wuhan University（武汉大学） 纠错

Comments Accepted by ICCV 2025 Workshop LSVOS

RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction

Johannes Künzel, Anna Hilsmann, Peter Eisert

机构 * Fraunhofer Heinrich-Hertz-Institut, HHI（弗劳恩霍夫海因里希-赫兹研究所） 纠错

Comments ICCV 2025

Information-Bottleneck Driven Binary Neural Network for Change Detection

Kaijie Yin, Zhiyuan Zhang, Shu Kong, Tian Gao, Chengzhong Xu, Hui Kong

机构 * University of Macau（澳门大学） ； Singapore Management University（新加坡管理大学） ； Nanjing University of Science and Technology（南京理工大学） 纠错

Comments ICCV 2025 Accepted

On the Robustness Tradeoff in Fine-Tuning

Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley, Blaine Hoak, Yohan Beugin, Eric Pauley, Patrick McDaniel

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

Comments Accepted to International Conference on Computer Vision, ICCV 2025

One-shot recognition of any material anywhere using contrastive learning with physics-based rendering

Manuel S. Drehwald, Sagi Eppel, Jolina Li, Han Hao, Alan Aspuru-Guzik

Comments for associated code and dataset, see https://zenodo.org/record/7390166#.Y5ku6mHMJH4 or https://e1.pcloud.link/publink/show?code=kZIiSQZCYU5M4HOvnQykql9jxF4h0KiC5MX and https://icedrive.net/s/A13FWzZ8V2aP9T4ufGQ1N3fBZxDF

Journal ref Proc. IEEE/CVF Int. Conf. on Computer Vision (ICCV), 2023, pp. 23524-23533

Advancing Text-to-3D Generation with Linearized Lookahead Variational Score Distillation

Yu Lei, Bingde Liu, Qingsong Xie, Haonan Lu, Zhijie Deng

机构 * Shanghai Jiao Tong University（上海交通大学） ； OPPO AI Center（OPPO人工智能中心） 纠错

Comments Accepted by ICCV 2025

Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive

You Huang, Lichao Chen, Jiayi Ji, Liujuan Cao, Shengchuan Zhang, Rongrong Ji

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University（多媒体可信感知与高效计算重点实验室，教育部，厦门大学） 纠错

Comments Accepted by ICCV 2025

Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions

Yuanhong Zheng, Ruixuan Yu, Jian Sun

机构 * Shandong University（山东大学） ； Xi’an Jiaotong University（西安交通大学） ； Peking University（北京大学） ； Pazhou Laboratory (Huangpu)（黄埔实验室） 纠错

Comments ICCV 2025

Free-running vs. Synchronous: Single-Photon Lidar for High-flux 3D Imaging

Ruangrawee Kitichotkul, Shashwath Bharadwaj, Joshua Rapp, Yanting Ma, Alexander Mehta, Vivek K Goyal

Comments 20 pages, 15 figures, to be presented at the International Conference on Computer Vision (ICCV) 2025

Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves

Alexander C. Ogren, Berthy T. Feng, Jihoon Ahn, Katherine L. Bouman, Chiara Daraio

机构 * California Institute of Technology（加州理工学院） 纠错

Comments ICCV 2025

Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning

Linlan Huang, Xusheng Cao, Haori Lu, Yifan Meng, Fei Yang, Xialei Liu

机构 * VCIP, CS, Nankai University（VCIP、计算机科学系、南开大学） ； NKIARI, Shenzhen Futian（NKIARI、深圳福田） 纠错

Comments Accepted at ICCV 2025

Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning

Yiyang Chen, Shanshan Zhao, Lunhao Duan, Changxing Ding, Dacheng Tao

机构 * South China University of Technology（华南理工大学） ； Alibaba International Digital Commerce Group（阿里巴巴国际数字商务集团） ； Pazhou Lab（琶洲实验室） ； Nanyang Technological University（南洋理工大学） 纠错

Comments Accepted by ICCV 2025

PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection

Mahdiyar Molahasani, Azadeh Motamedi, Michael Greenspan, Il-Min Kim, Ali Etemad

机构 * Queen’s University（皇后大学） 纠错

Comments Accepted to ICCV 2025

LLM-enhanced Action-aware Multi-modal Prompt Tuning for Image-Text Matching

Mengxiao Tian, Xinxiao Wu, Shuo Yang

机构 * Beijing Key Laboratory of Intelligent Information Technology, School of Computer Science & Technology, Beijing Institute of Technology, China（北京智能信息技术重点实验室，计算机科学与技术学院，北京理工大学，中国） ； Guangdong Laboratory of Machine Perception and Intelligent Computing, Shenzhen MSU-BIT University, China（广东机器感知与智能计算实验室，深圳MSU-BIT大学，中国） ； Beijing Research Center of Intelligent Equipment for Agriculture, China（北京智能农业设备研究中心，中国） 纠错

Comments accepted by ICCV 2025

Auto-Regressively Generating Multi-View Consistent Images

JiaKui Hu, Yuxiao Yang, Jialun Liu, Jinbo Wu, Chen Zhao, Yanye Lu

机构 * Institute of Medical Technology, Peking University Health Science Center, Peking University（北京大学医学部医学技术研究所） ； Baidu VIS（百度VIS） ； Biomedical Engineering Department, College of Future Technology, Peking University（未来技术学院生物医学工程系） ； National Biomedical Imaging Center, Peking University（北京大学国家生物医学成像中心） ； Tsinghua University（清华大学） 纠错

Comments Accepted by ICCV 2025. Code is at https://github.com/MILab-PKU/MVAR

Towards Open-World Generation of Stereo Images and Unsupervised Matching

Feng Qiao, Zhexiao Xiong, Eric Xing, Nathan Jacobs

机构 * Washington University in St. Louis（华盛顿大学圣路易斯分校） 纠错

Comments Accepted by ICCV 2025

Video Individual Counting for Moving Drones

Yaowu Fan, Jia Wan, Tao Han, Antoni B. Chan, Andy J. Ma

机构 * Sun Yat-sen University（中山大学） ； Harbin Institute of Technology (Shenzhen)（哈尔滨工业大学（深圳）） ； Hong Kong University of Science and Technology（香港科学大学） ； City University of Hong Kong（香港城市大学） 纠错

Comments This work has been accepted to ICCV 2025

Online Dense Point Tracking with Streaming Memory

Qiaole Dong, Yanwei Fu

机构 * School of Data Science, Fudan University（数据科学学院，复旦大学） 纠错

Comments ICCV 2025