ICCV

CA-I2P: Channel-Adaptive Registration Network with Global Optimal Selection

Zhixin Cheng, Jiacheng Deng, Xinjun Li, Xiaotian Yin, Bohao Liao, Baoqun Yin, Wenfei Yang, Tianzhu Zhang

机构 * School of Information Science and Technology, University of Science and Technology of China（信息科学与技术学院，中国科学技术大学） ； Institute of Advanced Technology, University of Science and Technology of China（先进技术研究院，中国科学技术大学） 纠错

Comments ICCV 2025 accepted

PanSt3R: Multi-view Consistent Panoptic Segmentation

Lojze Zust, Yohann Cabon, Juliette Marrie, Leonid Antsfeld, Boris Chidlovskii, Jerome Revaud, Gabriela Csurka

机构 * NAVER LABS Europe（NAVER欧洲实验室） 纠错

Comments Accepted at ICCV 2025

AnyCalib: On-Manifold Learning for Model-Agnostic Single-View Camera Calibration

Javier Tirado-Garín, Javier Civera

Comments Accepted to ICCV 2025

OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography

Caoshuo Li, Zengmao Ding, Xiaobin Hu, Bang Li, Donghao Luo, AndyPian Wu, Chaoyang Wang, Chengjie Wang, Taisong Jin, SevenShu, Yunsheng Wu, Yongge Liu, Rongrong Ji

机构 * Xiamen University（厦门大学） ； Tencent（腾讯） ； Anyang Normal University（安阳师范学院） 纠错

Comments Accepted to ICCV 2025

EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception

Sanjoy Chowdhury, Subrata Biswas, Sayan Nag, Tushar Nagarajan, Calvin Murdock, Ishwarya Ananthabhotla, Yijun Qian, Vamsi Krishna Ithapu, Dinesh Manocha, Ruohan Gao

机构 * University of Maryland, College Park（马里兰大学学院市分校） ； Meta Reality Labs（Meta现实实验室） ； Worcester Polytechnic Institute（沃斯特理工学院） ； University of Toronto（多伦多大学） ； FAIR, Meta AI（Meta AI） 纠错

Comments Accepted at ICCV 2025

RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment

Suorong Yang, Peijia Li, Furao Shen, Jian Zhao

机构 * Nanjing University（南京大学） 纠错

Comments ICCV 2025

Journal ref ICCV 2025

Rethink Sparse Signals for Pose-guided Text-to-image Generation

Wenjie Xuan, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao

机构 * Wuhan University（武汉大学） ； Nanyang Technological University（南洋理工大学） 纠错

Comments accepted by ICCV 2025

M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization

Ju-Hyeon Nam, Dong-Hyun Moon, Sang-Chul Lee

机构 * Department of Electrical and Computer Engineering, Inha University（电子与计算机工程系，inha大学） ； DeepCardio 纠错

Comments Accepted in International Conference on Computer Vision (ICCV) 2025

Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision

Yuting He, Shuo Li

机构 * Dept. of CDS, Case Western Reserve University, US（计算机科学与工程系，凯斯西储大学，美国） 纠错

Comments Accepted by ICCV 2025

DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding

Thomas Kreutz, Max Mühlhäuser, Alejandro Sanchez Guinea

机构 * Telekooperation Lab, Technical University Darmstadt（德累斯顿技术大学电信协作实验室） ； NTT DATA, Luxembourg（NTT DATA卢森堡） 纠错

Comments Accepted to ICCV 2025

TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation

Amin Karimi Monsefi, Mridul Khurana, Rajiv Ramnath, Anuj Karpatne, Wei-Lun Chao, Cheng Zhang

机构 * The Ohio State University（俄亥俄州立大学） ； Virginia Tech（弗吉尼亚理工大学） ； Texas A&M University（德克萨斯大学阿姆斯特朗分校） 纠错

Comments Accepted to ICCV 2025

HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction for Large-Scale Aerial Scenes

Mai Su, Zhongtao Wang, Huishan Au, Yilong Li, Xizhe Cao, Chengwei Pan, Yisong Chen, Guoping Wang

机构 * Peking University（北京大学） ； Beihang University（北航） 纠错

Comments An improved version has recently been accepted to ICCV, manuscript, not camera-ready

Efficient Spiking Point Mamba for Point Cloud Analysis

Peixi Wu, Bosong Chai, Menghua Zheng, Wei Li, Zhangchi Hu, Jie Chen, Zheyu Zhang, Hebei Li, Xiaoyan Sun

机构 * University of Science and Technology of China（中国科学技术大学） ； Zhejiang University（浙江大学） ； Tsingmao Intelligence（清华妙智） 纠错

Comments Accepted by ICCV 2025

Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations

Chongjie Si, Zhiyi Shi, Xuehui Wang, Yichen Xiao, Xiaokang Yang, Wei Shen

机构 * MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University（人工智能大模型关键实验室、人工智能研究院、上海交通大学） 纠错

Comments 2025 ICCV

Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion

Yidi Liu, Dong Li, Yuxin Ma, Jie Huang, Wenlong Zhang, Xueyang Fu, Zheng-jun Zha

机构 * University of Science and Technology of China（中国科学技术大学） ； Shanghai AI Laboratory（上海人工智能实验室） 纠错

Comments Accepted by ICCV 2025

ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring

Xiaopeng Lin, Yulong Huang, Hongwei Ren, Zunchang Liu, Yue Zhou, Haotian Fu, Bojun Cheng

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

Comments Accepted by ICCV 2025

InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models

Yifan Lu, Xuanchi Ren, Jiawei Yang, Tianchang Shen, Zhangjie Wu, Jun Gao, Yue Wang, Siheng Chen, Mike Chen, Sanja Fidler, Jiahui Huang

Comments ICCV 2025. Project Page: https://research.nvidia.com/labs/toronto-ai/infinicube/

HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics

Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Shang-Hong Lai, Winston H. Hsu

机构 * National Taiwan University（国立台湾大学） ； NVIDIA（NVIDIA公司） ； National Tsing Hua University（国立清华大学） 纠错

Comments Accepted for ICCV 2025. Project page: https://joslefaure.github.io/assets/html/hermes.html

NeCGS: Neural Compression for 3D Geometry Sets

Siyu Ren, Junhui Hou, Weiyao Lin, Wenping Wang

Comments Accepted by ICCV 2025

BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images

Lun Luo, Shuhang Zheng, Yixuan Li, Yongzhi Fan, Beinan Yu, Siyuan Cao, Huiliang Shen

Comments Accepted by ICCV 2023

Efficient Retail Video Annotation: A Robust Key Frame Generation Approach for Product and Customer Interaction Analysis

Varun Mannam, Zhenyu Shi

机构 * Amazon（亚马逊） 纠错

Comments Submitting to ICCV 2025 workshop: https://retailvisionworkshop.github.io/

Starting Positions Matter: A Study on Better Weight Initialization for Neural Network Quantization

Stone Yun, Alexander Wong

机构 * Vision and Image Processing Research Group, University of Waterloo（图像与视觉处理研究组，滑铁卢大学） 纠错

Comments Portions of this article have been presented as extended abstracts at the ICCV 2023 Workshop on Low Bit Quantized Neural Networks (ICCVW-LBQNN 2023) and the 2020 Conference on Vision and Intelligent Systems (CVIS 2020). arXiv admin note: text overlap with arXiv:2011.14578, arXiv:2208.12489, arXiv:2309.13773

ETA: Efficiency through Thinking Ahead, A Dual Approach to Self-Driving with Large Models

Shadi Hamdan, Chonghao Sima, Zetong Yang, Hongyang Li, Fatma Güney

机构 * Koç University（科克大学） ； KUIS AI Center（KUIS人工智能中心） ； The University of Hong Kong（香港大学） ； OpenDriveLab（OpenDrive实验室） 纠错

Comments ICCV 2025 submission. For code, see https://github.com/opendrivelab/ETA

Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames

Yunfan Lu, Guoqiang Liang, Yiran Shen, Lin Wang

机构 * AI Thrust, HKUST(GZ)（香港科技大学（广州）人工智能方向） ； school of software Shandong University（山东大学软件学院） ； School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore（新加坡南洋理工大学电子与电气工程学院） 纠错

Comments An earlier version of this paper (ID: 1845) was submitted to ICCV 2023 in March 2023. The work has been substantially revised and accepted by IEEE Transactions on Visualization and Computer Graphics (TVCG)

Multi-Label Knowledge Distillation

Penghui Yang, Ming-Kun Xie, Chen-Chen Zong, Lei Feng, Gang Niu, Masashi Sugiyama, Sheng-Jun Huang

Comments Accepted by ICCV 2023. The first two authors contributed equally to this work

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023, pp. 17271-17280

MVTN: Learning Multi-View Transformations for 3D Understanding

Abdullah Hamdi, Faisal AlZahrani, Silvio Giancola, Bernard Ghanem

机构 * King Abdullah University of Science and Technology (KAUST)（卡斯特国王大学（KAUST）） 纠错

Comments under review journal extension for the ICCV 2021 paper arXiv:2011.13244

Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional Approach

Zhilin Zhang, Fangyu Wu

Comments To be published in 2025 6th International Conference on Computer Vision and Computational Intelligence (CVCI 2025)

Affordance segmentation of hand-occluded containers from exocentric images

Tommaso Apicella, Alessio Xompero, Edoardo Ragusa, Riccardo Berta, Andrea Cavallaro, Paolo Gastaldo

Comments Paper accepted to Workshop on Assistive Computer Vision and Robotics (ACVR) in International Conference on Computer Vision (ICCV) 2023; 10 pages, 4 figures, 2 tables. Data, code, and trained models are available at https://apicis.github.io/projects/acanet.html

PointBA: Towards Backdoor Attacks in 3D Point Cloud

Xinke Li, Zhirui Chen, Yue Zhao, Zekun Tong, Yabang Zhao, Andrew Lim, Joey Tianyi Zhou

机构 * National University of Singapore（新加坡国立大学） ； Southwest Jiaotong University（西南交通大学） ； Institute of High Performance Computing, A*STAR（高性能计算研究所，A*STAR） 纠错

Comments Accepted by ICCV 2021

Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer

Daniel Kienzle, Robin Schön, Rainer Lienhart, Shin'Ichi Satoh

机构 * University of Augsburg（奥斯堡大学） ； National Institute of Informatics（信息研究所） ； University of Tokyo（东京大学） 纠错

Comments To be published in 2025 IEEE/CVF International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)