ICCV 2025

2,701 papers

Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels

Olaf Dünkel, Thomas Wimmer, Christian Theobalt, Christian Rupprecht, Adam Kortylewski

Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning

Tan Pan, Zhaorui Tan, Kaiyu Guo, Dongli Xu, Weidi Xu

Perception-as-Control: Fine-grained Controllable Image Animation with 3D-aware Motion Representation

Yingjie Chen, Yifang Men, Yuan Yao, Miaomiao Cui, Liefeng Bo

RayZer: A Self-supervised Large View Synthesis Model

Hanwen Jiang, Hao Tan, Peng Wang, Haian Jin, Yue Zhao

Revisiting Point Cloud Completion: Are We Ready For The Real-World?

Stuti Pathak, Prashant Kumar, Dheeraj Baiju, Nicholus Mboga, Gunther Steenackers

Unleashing Vecset Diffusion Model for Fast Shape Generation

Zeqiang Lai, YunFei Zhao, Zibo Zhao, Haolin Liu, Fuyun Wang

Constraint-Aware Feature Learning for Parametric Point Cloud

Xi Cheng, Ruiqi Lei, Di Huang, Zhichao Liao, Fengyuan Piao

A Linear N-Point Solver for Structure and Motion from Asynchronous Tracks

Hang Su, Yunlong Feng, Daniel Gehrig, Panfeng Jiang, Ling Gao

ViLU: Learning Vision-Language Uncertainties for Failure Prediction

Marc Lafon, Yannis Karmim, Julio Silva-Rodríguez, Paul Couairon, Clément Rambour

ASCENT: Annotation-free Self-supervised Contrastive Embeddings for 3D Neuron Tracking in Fluorescence Microscopy

Haejun Han, Hang Lu

Stereo Any Video: Temporally Consistent Stereo Matching

Junpeng Jing, Weixun Luo, Ye Mao, Krystian Mikolajczyk

Gradient-Reweighted Adversarial Camouflage for Physical Object Detection Evasion

Jiawei Liang, Siyuan Liang, Tianrui Lou, Ming Zhang, Wenjin Li

Event-boosted Deformable 3D Gaussians for Dynamic Scene Reconstruction

Wenhao Xu, Wenming Weng, Yueyi Zhang, Ruikang Xu, Zhiwei Xiong

LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models

Yuzhang Shang, Mu Cai, Bingxin Xu, Yong Jae Lee, Yan Yan

Multi-modal Segment Anything Model for Camouflaged Scene Segmentation

Guangyu Ren, Hengyan Liu, Michalis Lazarou, Tania Stathaki

AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving

Ruifei Zhang, Junlin Xie, Wei Zhang, Weikai Chen, Xiao Tan

CoMPaSS: Enhancing Spatial Understanding in Text-to-Image Diffusion Models

Gaoyang Zhang, Bingtao Fu, Qingnan Fan, Qi Zhang, Runxing Liu

PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation

Chikai Shang, Mengke Li, Yiqun Zhang, Zhen Chen, Jinlin Wu

V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding

Junqi Ge, Ziyi Chen, Jintao Lin, Jinguo Zhu, Xihui Liu

ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction

Danhui Chen, Ziquan Liu, Chuxi Yang, Dan Wang, Yan Yan

OVG-HQ: Online Video Grounding with Hybrid-modal Queries

Runhao Zeng, Jiaqi Mao, Minghao Lai, Minh Hieu Phan, Yanjie Dong

Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation

Seogkyu Jeon, Kibeom Hong, Hyeran Byun

CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems

Aniket Rege, Zinnia Nie, Mahesh Ramesh, Unmesh Raskar, Zhuoran Yu

Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding

Yue Fan, Xiaojian Ma, Rongpeng Su, Jun Guo, Rujie Wu

Contact-Aware Refinement of Human Pose Pseudo-Ground Truth via Bioimpedance Sensing

Maria-Paola Forte, Nikos Athanasiou, Giulia Ballardini, Jan Ulrich Bartels, Katherine J. Kuchenbecker

MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models

Young-jun Lee, Byung-Kwan Lee, Jianshu Zhang, Yechan Hwang, Byungsoo Ko

Scaling 3D Compositional Models for Robust Classification and Pose Estimation

Xiaoding Yuan, Guofeng Zhang, Prakhar Kaushik, Artur Jesslen, Adam Kortylewski

RTMap: Real-Time Recursive Mapping with Change Detection and Localization

Yuheng Du, Sheng Yang, Lingxuan Wang, Zhenghua Hou, Chengying Cai

ChartCap: Mitigating Hallucination of Dense Chart Captioning

Junyoung Lim, Jaewoo Ahn, Gunhee Kim

LUSD: Localized Update Score Distillation for Text-Guided Image Editing

Worameth Chinchuthakun, Tossaporn Saengja, Nontawat Tritrong, Pitchaporn Rewatbowornwong, Pramook Khungurn

Splat-LOAM: Gaussian Splatting LiDAR Odometry and Mapping

Emanuele Giacomini, Luca Di Giammarino, Lorenzo De Rebotti, Giorgio Grisetti, Martin R. Oswald

InsideOut: Integrated RGB-Radiative Gaussian Splatting for Comprehensive 3D Object Representation

Jungmin Lee, Seonghyuk Hong, Juyong Lee, Jaeyoon Lee, Jongwon Choi

Multi-View 3D Point Tracking

Frano Rajič, Haofei Xu, Marko Mihajlovic, Siyuan Li, Irem Demir

Transparent Vision: A Theory of Hierarchical Invariant Representations

Shuren Qi, Yushu Zhang, Chao Wang, Zhihua Xia, Xiaochun Cao

GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models

Jonathan Roberts, Kai Han, Samuel Albanie

VideoSetDiff: Identifying and Reasoning Similarities and Differences in Similar Videos

Yue Qiu, Yanjun Sun, Takuma Yagi, Shusaku Egami, Natsuki Miyata

Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection

Jiachen Sun, De Cheng, Xi Yang, Nannan Wang

CoLMDriver: LLM-based Negotiation Benefits Cooperative Autonomous Driving

Changxing Liu, Genjia Liu, Zijun Wang, Jinchang Yang, Siheng Chen

Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation

Guopeng Li, Qiang Wang, Ke Yan, Shouhong Ding, Yuan Gao

Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models

Young Kyun Jang, Ser-Nam Lim

Tom Nuno Wolf, Emre Kavak, Fabian Bongratz, Christian Wachinger

Hierarchical 3D Scene Graphs Construction Outdoors

Jon Nyffeler, Federico Tombari, Daniel Barath

RadarSplat: Radar Gaussian Splatting for High-Fidelity Data Synthesis and 3D Reconstruction of Autonomous Driving Scenes

Pou-Chun Kung, Skanda Harisha, Ram Vasudevan, Aline Eid, Katherine A. Skinner

iManip: Skill-Incremental Learning for Robotic Manipulation

Zexin Zheng, Jia-Feng Cai, Xiao-ming Wu, Yi-Lin Wei, Yu-Ming Tang

Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation

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

DiffSim: Taming Diffusion Models for Evaluating Visual Similarity

Yiren Song, Xiaokang Liu, Mike Zheng Shou

What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization

Xavier Thomas, Deepti Ghadiyaram

DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate

Zhihang Yuan, Rui Xie, Yuzhang Shang, Hanling Zhang, Siyuan Wang

HUST: High-Fidelity Unbiased Skin Tone Estimation via Texture Quantization

Zimin Ran, Xingyu Ren, Xiang An, Kaicheng Yang, Ziyong Feng

Federated Continual Instruction Tuning

Haiyang Guo, Fanhu Zeng, Fei Zhu, Wenzhuo LIU, Da-Han Wang

Make Your Training Flexible: Towards Deployment-Efficient Video Models

Chenting Wang, Kunchang Li, Tianxiang Jiang, Xiangyu Zeng, Yi Wang

GestureHYDRA: Semantic Co-speech Gesture Synthesis via Hybrid Modality Diffusion Transformer and Cascaded-Synchronized Retrieval-Augmented Generation

Quanwei Yang, Luying Huang, Kaisiyuan Wang, Jiazhi Guan, Shengyi He

ReferEverything: Towards Segmenting Everything We Can Speak of in Videos

Anurag Bagchi, Zhipeng Bao, Yu-Xiong Wang, Pavel Tokmakov, Martial Hebert

Bring Your Rear Cameras for Egocentric 3D Human Pose Estimation

Hiroyasu Akada, Jian Wang, Vladislav Golyanik, Christian Theobalt

Stylized-Face: A Million-level Stylized Face Dataset for Face Recognition

Zhengyuan Peng, Jianqing Xu, Yuge Huang, Jinkun Hao, Shouhong Ding

Tune-Your-Style: Intensity-tunable 3D Style Transfer with Gaussian Splatting

Yian Zhao, Rushi Ye, Ruochong Zheng, Zesen Cheng, Chaoran Feng

ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives

Yuqian Fu, Runze Wang, Bin Ren, Guolei Sun, Biao Gong

CAD-Recode: Reverse Engineering CAD Code from Point Clouds

Danila Rukhovich, Elona Dupont, Dimitrios Mallis, Kseniya Cherenkova, Anis Kacem

Understanding Co-speech Gestures in-the-wild

Sindhu B Hegde, K R Prajwal, Taein Kwon, Andrew Zisserman

Occupancy Learning with Spatiotemporal Memory

Ziyang Leng, Jiawei Yang, Wenlong Yi, Bolei Zhou

GameFactory: Creating New Games with Generative Interactive Videos

Jiwen Yu, Yiran Qin, Xintao Wang, Pengfei Wan, Di Zhang

Spectral Image Tokenizer

Carlos Esteves, Mohammed Suhail, Ameesh Makadia

Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis

Chen Zhao, Xuan Wang, Tong Zhang, Saqib Javed, Mathieu Salzmann

Kaputt: A Large-Scale Dataset for Visual Defect Detection

Sebastian Höfer, Dorian F. Henning, Artemij Amiranashvili, Douglas Morrison, Mariliza Tzes

Discovering Divergent Representations between Text-to-Image Models

Lisa Dunlap, Joseph E. Gonzalez, Trevor Darrell, Fabian Caba Heilbron, Josef Sivic

DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection

Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition

Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang

When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning

Junwei Luo, Yingying Zhang, Xue Yang, Kang Wu, Qi Zhu

Toward Better Out-painting: Improving the Image Composition with Initialization Policy Model

Xuan Han, Yihao Zhao, Yanhao Ge, Mingyu You

StreamDiffusion: A Pipeline-level Solution for Real-Time Interactive Generation

Akio Kodaira, Chenfeng Xu, Toshiki Hazama, Takanori Yoshimoto, Kohei Ohno

Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning

Qi Wang, Zhipeng Zhang, Baao Xie, Xin Jin, Yunbo Wang

Enhanced Event-based Dense Stereo via Cross-Sensor Knowledge Distillation

Haihao Zhang, Yunjian Zhang, Jianing Li, Lin Zhu, Meng Lv

Supervised Exploratory Learning for Long-Tailed Visual Recognition

Zhongquan Jian, Yanhao Chen, Yancheng Wang, Junfeng Yao, Meihong Wang

Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations

Jeong Hun Yeo, Minsu Kim, Chae Won Kim, Stavros Petridis, Yong Man Ro

Semantic Alignment and Reinforcement for Data-Free Quantization of Vision Transformers

Yunshan Zhong, Yuyao Zhou, Yuxin Zhang, Wanchen Sui, Shen Li

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization

Zihan Ding, Chi Jin, Difan Liu, Haitian Zheng, Krishna Kumar Singh

FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment

Hang Xu, Jie Huang, Linjiang Huang, Dong Li, Yidi Liu

Cooperative Pseudo Labeling for Unsupervised Federated Classification

Kuangpu Guo, Lijun Sheng, Yongcan Yu, Jian Liang, Zilei Wang

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension

Xiyao Wang, Zhengyuan Yang, Linjie Li, Hongjin Lu, Yuancheng Xu

SDMatte: Grafting Diffusion Models for Interactive Matting

Longfei Huang, Yu Liang, Hao Zhang, Jinwei Chen, Wei Dong

Metric Convolutions: A Unifying Theory to Adaptive Image Convolutions

Thomas Dagès, Michael Lindenbaum, Alfred M. Bruckstein

Learning to Generalize without Bias for Open-Vocabulary Action Recognition

Yating Yu, Congqi Cao, Yifan Zhang, Yanning Zhang

Loss Functions for Predictor-based Neural Architecture Search

Han Ji, Yuqi Feng, Jiahao Fan, Yanan Sun

Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions

Dong Li, Chunhui Luo, Yuanfei Bao, Gang Yang, Jie Xiao

FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling

Qiusheng Huang, Xiaohui Zhong, Xu Fan, Hao Li

Client2Vec: Improving Federated Learning by Distribution Shifts Aware Client Indexing

Yongxin Guo, Lin Wang, Xiaoying Tang, Tao LIN

Liberated-GS: 3D Gaussian Splatting Independent from SfM Point Clouds

Weihong Pan, Xiaoyu Zhang, Hongjia Zhai, Xiaojun Xiang, Hanqing Jiang

Dynamic Multimodal Prototype Learning in Vision-Language Models

Xingyu Zhu, Shuo Wang, Beier Zhu, Miaoge Li, Yunfan Li

EfficientMT: Efficient Temporal Adaptation for Motion Transfer in Text-to-Video Diffusion Models

Yufei Cai, Hu Han, Yuxiang Wei, Shiguang Shan, Xilin Chen

DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models

Hongji Yang, Wencheng Han, Yucheng Zhou, Jianbing Shen

Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference

Kuo Wang, Quanlong Zheng, Junlin Xie, Yanhao Zhang, Jinguo Luo

GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting

Wanshui Gan, Fang Liu, Hongbin Xu, Ningkai Mo, Naoto Yokoya

To Label or Not to Label: PALM - A Predictive Model for Evaluating Sample Efficiency in Active Learning Models

Julia Machnio, Mads Nielsen, Mostafa Mehdipour Ghazi

UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation

Emmanuelle Bourigault, Amir Jamaludin, Abdullah Hamdi

RoCo-Sim: Enhancing Roadside Collaborative Perception through Foreground Simulation

Yuwen Du, Anning Hu, Zichen Chao, Yifan Lu, Junhao Ge

LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression

Wenjie Huang, Qi Yang, Shuting Xia, He Huang, Yiling Xu

InteractAvatar: Modeling Hand-Face Interaction in Photorealistic Avatars with Deformable Gaussians

Kefan Chen, Sreyas Mohan, Justin Theiss, Sergiu Oprea, Srinath Sridhar

Dual Reciprocal Learning of Language-based Human Motion Understanding and Generation

Chen Liang, Zhicheng Shi, Wenguan Wang, Yi Yang

SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality

Sijie Li, Chen Chen, Jungong Han

MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI

Huanjin Yao, Jiaxing Huang, Yawen Qiu, Michael K. Chen, Wenzheng Liu