ICCV 2025

2,701 papers

Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding

Jiaxuan Chen, Yu Qi, Yueming Wang, Gang Pan

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

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

Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images

Elena Buglakova, Anwai Archit, Edoardo D'Imprima, Julia Mahamid, Constantin Pape

Efficient Event Camera Data Pretraining with Adaptive Prompt Fusion

Quanmin Liang, Qiang Li, Shuai Liu, Xinzi Cao, Jinyi Lu

EditCLIP: Representation Learning for Image Editing

Qian Wang, Aleksandar Cvejić, Abdelrahman Eldesokey, Peter Wonka

Latent-Reframe: Enabling Camera Control for Video Diffusion Models without Training

Zhenghong Zhou, Jie An, Jiebo Luo

Unified Video Generation via Next-Set Prediction in Continuous Domain

Zhanzhou Feng, Qingpei Guo, Xinyu Xiao, Ruihan Xu, Ming Yang

Multi-Schema Proximity Network for Composed Image Retrieval

Jiangming Shi, Xiangbo Yin, Yeyun Chen, Yachao Zhang, Zhizhong Zhang

Towards Real Unsupervised Anomaly Detection Via Confident Meta-Learning

Muhammad Aqeel, Shakiba Sharifi, Marco Cristani, Francesco Setti

Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion

Mutian Xu, Chongjie Ye, Haolin Liu, Yushuang Wu, Jiahao Chang

Event-aided Dense and Continuous Point Tracking: Everywhere and Anytime

Zhexiong Wan, Jianqin Luo, Yuchao Dai, Gim Hee Lee

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

Xiaopeng Lin, Yulong Huang, Hongwei Ren, Zunchang Liu, Hongxiang Huang

SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers

Bhavna Gopal, Huanrui Yang, Mark Horton, Yiran Chen

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

Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data

Nithin Gopalakrishnan Nair, Srinivas Kaza, Xuan Luo, Vishal M. Patel, Stephen Lombardi

Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm

Hongqiu Wang, Wu Chen, Xiangde Luo, Zhaohu Xing, Lihao Liu

A Structure-aware and Motion-adaptive Framework for 3D Human Pose Estimation with Mamba

Ye Lu, Jie Wang, Jianjun Gao, Rui Gong, Chen Cai

EFTViT: Efficient Federated Training of Vision Transformers with Masked Images on Resource-Constrained Clients

Meihan Wu, Tao Chang, Cui Miao, Jie Zhou, Chun Li

AlignDiff: Learning Physically-Grounded Camera Alignment via Diffusion

Liuyue Xie, Jiancong Guo, Ozan Cakmakci, Andre Araujo, László A. Jeni

Generative Video Bi-flow

Chen Liu, Tobias Ritschel

Towards Immersive Human-X Interaction: A Real-Time Framework for Physically Plausible Motion Synthesis

Kaiyang Ji, Ye Shi, Zichen Jin, Kangyi Chen, Lan Xu

Princeton365: A Diverse Dataset with Accurate Camera Pose

Karhan Kayan, Stamatis Alexandropoulos, Rishabh Jain, Yiming Zuo, Erich Liang

The Source Image is the Best Attention for Infrared and Visible Image Fusion

Song Wang, Xie Han, Liqun Kuang, Boying Wang, Zhongyu Chen

InstantEdit: Text-Guided Few-Step Image Editing with Piecewise Rectified Flow

Yiming Gong, Zhen Zhu, Minjia Zhang

Nicolai Hermann, Jorge Condor, Piotr Didyk

FaceXFormer: A Unified Transformer for Facial Analysis

Kartik Narayan, Vibashan VS, Rama Chellappa, Vishal M. Patel

Towards Fine-grained Interactive Segmentation in Images and Videos

Yuan Yao, Qiushi Yang, Miaomiao Cui, Liefeng Bo

Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement

Ruitao Wu, Yifan Zhao, Jia Li

EVDM: Event-based Real-world Video Deblurring with Mamba

Zhijing Sun, Senyan Xu, Kean Liu, Runze Tian, Xueyang Fu

Text-to-Any-Skeleton Motion Generation Without Retargeting

Qingyuan Liu, Ke Lv, Kun Dong, Jian Xue, Zehai Niu

DiGA3D: Coarse-to-Fine Diffusional Propagation of Geometry and Appearance for Versatile 3D Inpainting

Jingyi Pan, Dan Xu, Qiong Luo

OURO: A Self-Bootstrapped Framework for Enhancing Multimodal Scene Understanding

Tianrun Xu, Guanyu Chen, Ye Li, Yuxin Xi, Zeyu Mu

Ultra High-Resolution Image Inpainting with Patch-Based Content Consistency Adapter

Jianhui Zhang, Shen Cheng, Qirui Sun, Jia Liu, Wang Luyang

Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning

Jun Li, Jinpeng Wang, Chaolei Tan, Niu Lian, Long Chen

Synthetic Video Enhances Physical Fidelity in Video Synthesis

Qi Zhao, Xingyu Ni, Ziyu Wang, Feng Cheng, Ziyan Yang

CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation

Yi Liu, Shengqian Li, Zuzeng Lin, Feng Wang, Si Liu

ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation

Daniel Winter, Asaf Shul, Matan Cohen, Dana Berman, Yael Pritch

Streamlining Image Editing with Layered Diffusion Brushes

Peyman Gholami, Robert Xiao

Ponimator: Unfolding Interactive Pose for Versatile Human-human Interaction Animation

Shaowei Liu, Chuan Guo, Bing Zhou, Jian Wang

VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-grounded Autonomous Driving

Ruifei Zhang, Wei Zhang, Xiao Tan, Sibei Yang, Xiang Wan

DialNav: Multi-turn Dialog Navigation with a Remote Guide

Leekyeung Han, Hyunji Min, Gyeom Hwangbo, Jonghyun Choi, Paul Hongsuck Seo

GLEAM: Learning Generalizable Exploration Policy for Active Mapping in Complex 3D Indoor Scene

Xiao Chen, Tai WANG, Quanyi Li, Tao Huang, Jiangmiao Pang

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image

Yuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang

Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval

Zhe Li, Lei Zhang, Zheren Fu, Kun Zhang, Zhendong Mao

FreqPDE: Rethinking Positional Depth Embedding for Multi-View 3D Object Detection Transformers

Haisheng Su, Junjie Zhang, Feixiang Song, Sanping Zhou, Wei Wu

FreeSplatter: Pose-free Gaussian Splatting for Sparse-view 3D Reconstruction

Jiale Xu, Shenghua Gao, Ying Shan

MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation

Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang

CounterPC: Counterfactual Feature Realignment for Unsupervised Domain Adaptation on Point Clouds

Feng Yang, Yichao Cao, Xiu Su, Dan Niu, Xuanpeng Li

Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding

Yiming Zhang, Zhuokai Zhao, Zhaorun Chen, Zenghui Ding, Xianjun Yang

Can Knowledge be Transferred from Unimodal to Multimodal? Investigating the Transitivity of Multimodal Knowledge Editing

Lingyong Fang, Xinzhong Wang, Depeng Wang, Zongru Wu, Ya Guo

Semi-supervised Concept Bottleneck Models

Lijie Hu, Tianhao Huang, Huanyi Xie, Xilin Gong, Chenyang Ren

HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss

Yi Huang, Ke ZHANG, Wei Liu, Yuanyuan Wang, Vishal M. Patel

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation

Junyuan Zhang, Qintong Zhang, Bin Wang, Linke Ouyang, Zichen Wen

Diversity-Enhanced Distribution Alignment for Dataset Distillation

Hongcheng Li, Yucan Zhou, Xiaoyan Gu, Bo Li, Weiping Wang

Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations

Dahee Kwon, Sehyun Lee, Jaesik Choi

Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography

Tianao Li, Manxiu Cui, Cheng Ma, Emma Alexander

GenM3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation

Junyu Shi, Lijiang Liu, Yong Sun, Zhiyuan Zhang, Jinni Zhou

GAS: Generative Avatar Synthesis from a Single Image

Yixing Lu, Junting Dong, Youngjoong Kwon, Qin Zhao, Bo Dai

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

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

Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning

Wenjin Mo, Zhiyuan Li, Minghong Fang, Mingwei Fang

DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers

Hanling Zhang, Rundong Su, Zhihang Yuan, Pengtao Chen, Mingzhu Shen

SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models

Xianfu Cheng, Wei Zhang, Shiwei Zhang, Jian Yang, Xiangyuan Guan

Make Me Happier: Evoking Emotions Through Image Diffusion Models

Qing Lin, Jingfeng ZHANG, Yew-Soon Ong, Mengmi Zhang

ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers

Nicholas S. DiBrita, Jason Han, Tirthak Patel

VGGSounder: Audio-Visual Evaluations for Foundation Models

Daniil Zverev, Thaddäus Wiedemer, Ameya Prabhu, Matthias Bethge, Wieland Brendel

SAC-GNC: SAmple Consensus for adaptive Graduated Non-Convexity

Valter Piedade, Chitturi Sidhartha, José Gaspar, Venu Madhav Govindu, Pedro Miraldo

GGTalker: Talking Head Systhesis with Generalizable Gaussian Priors and Identity-Specific Adaptation

Wentao Hu, Shunkai Li, Ziqiao Peng, Haoxian Zhang, Fan Shi

Rethinking the Upsampling Process in Light Field Super-Resolution with Spatial-Epipolar Implicit Image Function

Ruixuan Cong, Yu Wang, Mingyuan Zhao, Da Yang, Rongshan Chen

CObL: Toward Zero-Shot Ordinal Layering without User Prompting

Aneel Damaraju, Dean Hazineh, Todd Zickler

Multimodal Latent Diffusion Model for Complex Sewing Pattern Generation

Shengqi Liu, Yuhao Cheng, Zhuo Chen, Xingyu Ren, Wenhan Zhu

CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance

Peiqi Chen, Lei Yu, Yi Wan, Yingying Pei, Xinyi Liu

MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs

Erik Daxberger, Nina Wenzel, David Griffiths, Haiming Gang, Justin Lazarow

MAESTRO: Task-Relevant Optimization via Adaptive Feature Enhancement and Suppression for Multi-task 3D Perception

Changwon Kang, Jisong Kim, Hongjae Shin, Junseo Park, Jun Won Choi

OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning

Yuan Liu, Saihui Hou, Saijie Hou, Jiabao Du, Shibei Meng

LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching

Feihong Yan, Qingyan Wei, Jiayi Tang, Jiajun Li, Yulin Wang

Discontinuity-aware Normal Integration for Generic Central Camera Models

Francesco Milano, Manuel Lopez-Antequera, Naina Dhingra, Roland Siegwart, Robert Thiel

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models

Wei Suo, Ji Ma, Mengyang Sun, Lin Yuanbo Wu, Peng Wang

From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning

Yuhui Zeng, Haoxiang Wu, Wenjie Nie, Guangyao Chen, Xiawu Zheng

AnimalClue: Recognizing Animals by their Traces

Risa Shinoda, Nakamasa Inoue, Iro Laina, Christian Rupprecht, Hirokatsu Kataoka

When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection

Hongliang Zhou, Yongxiang Liu, Canyu Mo, Weijie Li, Bowen Peng

DanceEditor: Towards Iterative Editable Music-driven Dance Generation with Open-Vocabulary Descriptions

Hengyuan Zhang, Zhe Li, Xingqun Qi, Mengze Li, Muyi Sun

ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis

Onkar Susladkar, Gayatri Deshmukh, Yalcin Tur, Gorkem Durak, Ulas Bagci

GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule

Rui Wang, Yimu Sun, Jingxing Guo, Huisi Wu, Jing Qin

MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning

Mohammadreza Salehi, Shashanka Venkataramanan, Ioana Simion, Efstratios Gavves, Cees G. M. Snoek

Leveraging Spatial Invariance to Boost Adversarial Transferability

Zihan Zhou, Li Li, Yanli Ren, Chuan Qin, Guorui Feng

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

Diffusion-based 3D Hand Motion Recovery with Intuitive Physics

Yufei Zhang, Zijun Cui, Jeffrey O. Kephart, Qiang Ji

Epona: Autoregressive Diffusion World Model for Autonomous Driving

Kaiwen Zhang, Zhenyu Tang, Xiaotao Hu, Xingang Pan, Xiaoyang Guo

Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration

Shihao Zhou, Dayu Li, Jinshan Pan, Juncheng Zhou, Jinglei Shi

How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation?

Yujian Lee, peng gao, Yongqi Xu, Wentao Fan

4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding

Wenxuan Zhu, Bing Li, Cheng Zheng, Jinjie Mai, Jun Chen

Domain Generalizable Portrait Style Transfer

Xinbo Wang, Wenju Xu, Qing Zhang, Wei-Shi Zheng

Diffusion-based Source-biased Model for Single Domain Generalized Object Detection

Han Jiang, Wenfei Yang, Tianzhu Zhang, Yongdong Zhang

V.I.P. : Iterative Online Preference Distillation for Efficient Video Diffusion Models

Jisoo Kim, Wooseok Seo, Junwan Kim, Seungho Park, Sooyeon Park

Revisiting Adversarial Patch Defenses on Object Detectors: Unified Evaluation, Large-Scale Dataset, and New Insights

Junhao Zheng, Jiahao Sun, Chenhao Lin, Zhengyu Zhao, Chen Ma

Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation

Qin Zhou, Guoyan Liang, Xindi Li, Jingyuan Chen, Zhe Wang

SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency

Yangyang Guo, Mohan Kankanhalli

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution

Rui Xie, Yinhong Liu, Penghao Zhou, Chen Zhao, Jun Zhou

CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization

Yihang Liu, Ying Wen, Longzhen Yang, Lianghua He, Heng Tao Shen

Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation

Lujun Li, Cheng Lin, Dezhi Li, You-Liang Huang, Wei Li