ICCV 2025

2,701 papers

LA-MOTR: End-to-End Multi-Object Tracking by Learnable Association

Peng Wang, Yongcai Wang, Hualong Cao, Wang Chen, Deying Li

ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations

Tianming Liang, Kun-Yu Lin, Chaolei Tan, Jianguo Zhang, Wei-Shi Zheng

Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction

Weirong Chen, Ganlin Zhang, Felix Wimbauer, Rui Wang, Nikita Araslanov

LaCoOT: Layer Collapse through Optimal Transport

Victor Quétu, Zhu Liao, Nour Hezbri, Fabio Pizzati, Enzo Tartaglione

GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration

Li Mi, Manon Béchaz, Zeming Chen, Antoine Bosselut, Devis Tuia

ORION: A Holistic End-to-End Autonomous Driving Framework by Vision-Language Instructed Action Generation

Haoyu Fu, Diankun Zhang, Zongchuang Zhao, Jianfeng Cui, dingkang liang

TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models

Ziyang Luo, Nian Liu, Xuguang Yang, Salman Khan, Rao Muhammad Anwer

ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models

Ke Niu, Haiyang Yu, Mengyang Zhao, Teng Fu, Siyang Yi

DCHM: Depth-Consistent Human Modeling for Multiview Detection

Jiahao Ma, Tianyu Wang, miaomiao Liu, David Ahmedt-Aristizabal, Chuong Nguyen

UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis

Yuanrui Wang, Cong Han, Yafei Li, Zhipeng Jin, Xiawei Li

Understanding Flatness in Generative Models: Its Role and Benefits

Taehwan Lee, Kyeongkook Seo, Jaejun Yoo, Sung Whan Yoon

TeRA: Rethinking Text-guided Realistic 3D Avatar Generation

Yanwen Wang, Yiyu Zhuang, Jiawei Zhang, Li Wang, Yifei Zeng

Certifiably Optimal Anisotropic Rotation Averaging

Carl Olsson, Yaroslava Lochman, Johan Malmport, Christopher Zach

Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion

Songru Yang, Zhenwei Shi, Zhengxia Zou

Learning Few-Step Diffusion Models by Trajectory Distribution Matching

Yihong Luo, Tianyang Hu, Jiacheng Sun, Yujun Cai, Jing Tang

MotionFollower: Editing Video Motion via Score-Guided Diffusion

Shuyuan Tu, Qi Dai, Zihao Zhang, Sicheng Xie, Zhi-Qi Cheng

Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models

Xinyu Chen, Haotian Zhai, Can Zhang, Xiupeng Shi, Ruirui Li

TARS: Traffic-Aware Radar Scene Flow Estimation

Jialong Wu, Marco Braun, Dominic Spata, Matthias Rottmann

PlaneRAS: Learning Planar Primitives for 3D Plane Recovery

Fang Zhang, Wenzhao Zheng, Linqing Zhao, Zelan Zhu, Jiwen Lu

Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models

Zerui Tao, Yuhta Takida, Naoki Murata, Qibin Zhao, Yuki Mitsufuji

Inpaint4Drag: Repurposing Inpainting Models for Drag-Based Image Editing via Bidirectional Warping

Jingyi Lu, Kai Han

Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis

Zhongwei Qiu, Hanqing Chao, Tiancheng Lin, Wanxing Chang, Zijiang Yang

CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization

Jan Ackermann, Jonas Kulhanek, Shengqu Cai, Haofei Xu, Marc Pollefeys

DADet: Safeguarding Image Conditional Diffusion Models against Adversarial and Backdoor Attacks via Diffusion Anomaly Detection

Hongwei Yu, Xinlong Ding, Jiawei Li, Jinlong Wang, Yudong Zhang

REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder

Yitian Zhang, Long Mai, Aniruddha Mahapatra, David Bourgin, Yicong Hong

Generative Active Learning for Long-tail Trajectory Prediction via Controllable Diffusion Model

Daehee Park, Monu Surana, Pranav Desai, Ashish Mehta, Reuben MV John

LANGTRAJ: Diffusion Model and Dataset for Language-Conditioned Trajectory Simulation

Wei-Jer Chang, Wei Zhan, Masayoshi Tomizuka, Manmohan Chandraker, Francesco Pittaluga

Learning A Unified Template for Gait Recognition

Panjian Huang, Saihui Hou, Junzhou Huang, Yongzhen Huang

MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration

Zhehui Wu, Yong Chen, Naoto Yokoya, Wei He

PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation

Hengjia Li, Haonan Qiu, Shiwei Zhang, Xiang Wang, Yujie Wei

CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation

Zhuoyan Luo, Yinghao Wu, Tianheng Cheng, Yong Liu, Yicheng Xiao

CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning

Kuniaki Saito, Donghyun Kim, KwanYong Park, Atsushi Hashimoto, Yoshitaka Ushiku

From One to More: Contextual Part Latents for 3D Generation

Shaocong Dong, Lihe Ding, Xiao Chen, Yaokun Li, Yuxin Wang

FRET: Feature Redundancy Elimination for Test Time Adaptation

Linjing You, Jiabao Lu, Xiayuan Huang, Xiangli Nie

VSC: Visual Search Compositional Text-to-Image Diffusion Model

Do Huu Dat, Nam Hyeon-Woo, Po-Yuan Mao, Tae-Hyun Oh

Rethinking DPO-style Diffusion Aligning Frameworks

Xun Wu, Shaohan Huang, Lingjie Jiang, Furu Wei

HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity

Yida Wang, Xueyang Zhang, Kun Zhan, Peng Jia, XianPeng Lang

ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering

Duong T. Tran, Trung-Kien Tran, Manfred Hauswirth, Danh Le Phuoc

Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformation

Qi Guo, Zhen Tian, Minghao Yao, Saiyu Qi, Yong Qi

MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence

Liyuan Deng, Yunpeng Bai, Yongkang Dai, Xiaoshui Huang, Hongping Gan

SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning

Zhi Chen, Zecheng Zhao, Jingcai Guo, Jingjing Li, Zi Huang

ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness

Boqian Li, Haiwen Feng, Zeyu Cai, Michael J. Black, Yuliang Xiu

MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling

Yingyue Li, Bencheng Liao, Wenyu Liu, Xinggang Wang

Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation

Dong Zhao, Qi Zang, Shuang Wang, Nicu Sebe, Zhun Zhong

Rethinking the Embodied Gap in Vision-and-Language Navigation: A Holistic Study of Physical and Visual Disparities

Liuyi Wang, Xinyuan Xia, Hui Zhao, Hanqing Wang, Tai WANG

O-MaMa: Learning Object Mask Matching between Egocentric and Exocentric Views

Lorenzo Mur-Labadia, Maria Santos-Villafranca, Jesus Bermudez-Cameo, Alejandro Perez-Yus, Ruben Martinez-Cantin

LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

Guowei Xu, Peng Jin, Ziang Wu, Hao Li, Yibing Song

GenHaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing

Sixiang Chen, Tian Ye, Yunlong Lin, Yeying Jin, Yijun Yang

Generalizable Object Re-Identification via Visual In-Context Prompting

Zhizhong Huang, Xiaoming Liu

VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset

Minsoo Kim, Min-Cheol Sagong, Gi Pyo Nam, Junghyun Cho, Ig-Jae Kim

Unsupervised Identification of Protein Compositions and Conformations via Implicit Content-Transformation Disentanglement

Mostofa Rafid Uddin, Jana Armouti, Min Xu

Training-Free Class Purification for Open-Vocabulary Semantic Segmentation

Qi Chen, Lingxiao Yang, Yun Chen, Nailong Zhao, Jianhuang Lai

Knowledge Distillation for Learned Image Compression

Yunuo Chen, Zezheng Lyu, Bing He, Ning Cao, Gang Chen

Teeth Reconstruction and Performance Capture Using a Phone Camera

Weixi Zheng, Jingwang Ling, Zhibo Wang, Quan Wang, Feng Xu

LocalDyGS: Multi-view Global Dynamic Scene Modeling via Adaptive Local Implicit Feature Decoupling

Jiahao Wu, Rui Peng, Jianbo Jiao, Jiayu Yang, Luyang Tang

SplatTalk: 3D VQA with Gaussian Splatting

Anh Thai, Songyou Peng, Kyle Genova, Leonidas Guibas, Thomas Funkhouser

How Would It Sound? Material-Controlled Multimodal Acoustic Profile Generation for Indoor Scenes

Mahnoor Fatima Saad, Ziad Al-Halah

Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation

Fengchen He, Dayang Zhao, Hao Xu, Tingwei Quan, Shaoqun Zeng

Breaking the Encoder Barrier for Seamless Video-Language Understanding

Handong Li, Yiyuan Zhang, Longteng Guo, Xiangyu Yue, Jing Liu

RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control

Teng Li, Guangcong Zheng, Rui Jiang, Shuigen Zhan, Tao Wu

BezierGS: Dynamic Urban Scene Reconstruction with Bezier Curve Gaussian Splatting

Zipei Ma, Junzhe Jiang, Yurui Chen, Li Zhang

Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis

Lei-lei Li, Jianwu Fang, Junbin Xiao, Shanmin Pang, Hongkai Yu

Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos

Yi Chen, Yuying Ge, Weiliang Tang, Yizhuo Li, Yixiao Ge

Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow

Ruyang Liu, SHANGKUN SUN, Haoran Tang, Wei Gao, Ge Li

GAP: Gaussianize Any Point Clouds with Text Guidance

Weiqi Zhang, Junsheng Zhou, Haotian Geng, Wenyuan Zhang, Yu-Shen Liu

Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training

Weiwei Cao, Jianpeng Zhang, Zhongyi Shui, Sinuo Wang, Zeli Chen

A Lesson in Splats: Teacher-Guided Diffusion for 3D Gaussian Splats Generation with 2D Supervision

Chensheng Peng, Ido Sobol, Masayoshi Tomizuka, Kurt Keutzer, Chenfeng Xu

Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching

Yang Liu, Wentao Feng, Zhuoyao Liu, Shudong Huang, Jiancheng Lv

Identity Preserving 3D Head Stylization with Multiview Score Distillation

Bahri Batuhan Bilecen, Ahmet Berke Gokmen, Furkan Guzelant, Aysegul Dundar

Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing

Joowon Kim, Ziseok Lee, Donghyeon Cho, Sanghyun Jo, Yeonsung Jung

HORT: Monocular Hand-held Objects Reconstruction with Transformers

Zerui Chen, Rolandos Alexandros Potamias, Shizhe Chen, Cordelia Schmid

X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting

Zeyi Sun, Ziyang Chu, Pan Zhang, Tong Wu, Yuhang Zang

A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment

Xinyi Lai, Luojun Lin, Weijie Chen, Yuanlong Yu

FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging

Zichen Tang, Haihong E, Jiacheng Liu, Zhongjun Yang, Rongjin Li

A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation

Rongtao Xu, Jian Zhang, Minghao Guo, Youpeng Wen, Haoting Yang

StochasticSplats: Stochastic Rasterization for Sorting-Free 3D Gaussian Splatting

Shakiba Kheradmand, Delio Vicini, George Kopanas, Dmitry Lagun, Kwang Moo Yi

Class-Wise Federated Averaging for Efficient Personalization

Gyuejeong Lee, Daeyoung Choi

UIPro: Unleashing Superior Interaction Capability For GUI Agents

Hongxin Li, Jingran Su, Jingfan Chen, Zheng Ju, Yuntao Chen

OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting

Yongsheng Yu, Ziyun Zeng, Haitian Zheng, Jiebo Luo

AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction

Junhao Cheng, Yuying Ge, Yixiao Ge, Jing Liao, Ying Shan

Driving View Synthesis on Free-form Trajectories with Generative Prior

Zeyu Yang, Zijie Pan, Yuankun Yang, Xiatian Zhu, Li Zhang

Degradation-Modeled Multipath Diffusion for Tunable Metalens Photography

Jianing Zhang, Jiayi Zhu, Feiyu Ji, Xiaokang Yang, Xiaoyun Yuan

IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves

Ruofan Wang, Juncheng Li, Yixu Wang, Bo Wang, Xiaosen Wang

Identity-aware Language Gaussian Splatting for Open-vocabulary 3D Semantic Segmentation

SungMin Jang, Wonjun Kim

Who Controls the Authorization? Invertible Networks for Copyright Protection in Text-to-Image Synthesis

Baoyue Hu, Yang Wei, Junhao Xiao, Wendong Huang, Xiuli Bi

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning

Xiefan Guo, Miaomiao Cui, Liefeng Bo, Di Huang

M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking

Yan Li, Yang Xu, Changhao Chen, Zhongchen Shi, Wei Chen

Cross-Architecture Distillation Made Simple with Redundancy Suppression

Weijia Zhang, Yuehao Liu, Wu Ran, Chao Ma

LDIP: Long Distance Information Propagation for Video Super-Resolution

Michael Bernasconi, Abdelaziz Djelouah, Yang Zhang, Markus Gross, Christopher Schroers

Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting

Xingyu Miao, Haoran Duan, Quanhao Qian, Jiuniu Wang, Yang Long

RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case

Baihui Xiao, Chengjian Feng, Zhijian Huang, Feng Yan, Yujie Zhong

DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization

Wenchuan Wang, Mengqi Huang, Yijing Tu, Zhendong Mao

Reangle-A-Video: 4D Video Generation as Video-to-Video Translation

Hyeonho Jeong, Suhyeon Lee, Jong Chul Ye

Error Recognition in Procedural Videos using Generalized Task Graph

Shih-Po Lee, Ehsan Elhamifar

The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models

Laura Niss, Kevin Vogt-Lowell, Theodoros Tsiligkaridis

MDP-Omni: Parameter-free Multimodal Depth Prior-based Sampling for Omnidirectional Stereo Matching

Eunjin Son, HyungGi Jo, Wookyong Kwon, Sang Jun Lee

ContextFace: Generating Facial Expressions from Emotional Contexts

Min-Jung Kim, Minsang Kim, Seung Jun Baek

OV-SCAN: Semantically Consistent Alignment for Novel Object Discovery in Open-Vocabulary 3D Object Detection

Adrian Chow, Evelien Riddell, Yimu Wang, Sean Sedwards, Krzysztof Czarnecki

Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion

Yuan Bian, Min Liu, Yunqi Yi, Xueping Wang, Shuai Jiang

Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs

Shaojie Zhang, Jiahui Yang, Jianqin Yin, Zhenbo Luo, Jian Luan