ICCV 2025

2,701 papers

MotionDiff: Training-free Zero-shot Interactive Motion Editing via Flow-assisted Multi-view Diffusion

Yikun Ma, Yiqing Li, Jiawei Wu, Xing Luo, Zhi Jin

FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation

Tao Gong, Qi Chu, Bin Liu, Wei Zhou, Nenghai Yu

Event-guided Unified Framework for Low-light Video Enhancement, Frame Interpolation, and Deblurring

Taewoo Kim, Kuk-Jin Yoon

Learning 3D Object Spatial Relationships from Pre-trained 2D Diffusion Models

Sangwon Baik, Hyeonwoo Kim, Hanbyul Joo

VideoVAE+: Large Motion Video Autoencoding with Cross-modal Video VAE

Yazhou Xing, Yang Fei, Yingqing He, Jingye Chen, Jiaxin Xie

Efficient Spiking Point Mamba for Point Cloud Analysis

Peixi Wu, Bosong Chai, Menghua Zheng, Wei Li, Zhangchi Hu

Cross-Granularity Online Optimization with Masked Compensated Information for Learned Image Compression

Haowei Kuang, Wenhan Yang, Zongming Guo, Jiaying Liu

Scheduling Weight Transitions for Quantization-Aware Training

Junghyup Lee, Jeimin Jeon, Dohyung Kim, Bumsub Ham

SRefiner: Soft-Braid Attention for Multi-Agent Trajectory Refinement

Liwen Xiao, Zhiyu Pan, Zhicheng Wang, Zhiguo Cao, Wei Li

WonderPlay: Dynamic 3D Scene Generation from a Single Image and Actions

Zizhang Li, Hong-Xing Yu, Wei Liu, Yin Yang, Charles Herrmann

What's Making That Sound Right Now? Video-centric Audio-Visual Localization

Hahyeon Choi, JunHoo Lee, Nojun Kwak

PolarAnything: Diffusion-based Polarimetric Image Synthesis

Kailong Zhang, Youwei Lyu, Heng Guo, Si Li, Zhanyu Ma

Towards Open-World Generation of Stereo Images and Unsupervised Matching

Feng Qiao, Zhexiao Xiong, Eric Xing, Nathan Jacobs

FaceLift: Learning Generalizable Single Image 3D Face Reconstruction from Synthetic Heads

Weijie Lyu, Yi Zhou, Ming-Hsuan Yang, Zhixin Shu

MGSfM: Multi-Camera Geometry Driven Global Structure-from-Motion

Peilin Tao, Hainan Cui, Diantao Tu, Shuhan Shen

NETracer: A Topology-Aware Iterative Tracing Approach for Tubular Structure Extraction

Chao Liu, Yangbo Jiang, Nenggan Zheng

S2M2: Scalable Stereo Matching Model for Reliable Depth Estimation

Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi

Color Matching Using Hypernetwork-Based Kolmogorov-Arnold Networks

Artem Nikonorov, Georgy Perevozchikov, Andrei Korepanov, Nancy Mehta, Mahmoud Afifi

TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking

Mengmeng Wang, Haonan Wang, Yulong Li, Xiangjie Kong, Jiaxin Du

NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors

Yanrui Bin, Wenbo Hu, Haoyuan Wang, Xinya Chen, Bing Wang

KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding

Ran Ran, Jiwei Wei, Shiyuan He, Zeyu Ma, Chaoning Zhang

LEGION: Learning to Ground and Explain for Synthetic Image Detection

Hengrui Kang, Siwei Wen, Zichen Wen, Junyan Ye, Weijia Li

Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation

You Huang, Lichao Chen, Jiayi Ji, Liujuan Cao, ShengChuan Zhang

Measuring the Impact of Rotation Equivariance on Aerial Object Detection

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

MonoSOWA: Scalable Monocular 3D Object Detector Without Human Annotations

Jan Skvrna, Lukas Neumann

Wave-MambaAD: Wavelet-driven State Space Model for Multi-class Unsupervised Anomaly Detection

Qiao Zhang, Mingwen Shao, Xinyuan Chen, Xiang Lv, Kai Xu

Embodied Representation Alignment with Mirror Neurons

Wentao Zhu, Zhining Zhang, Yuwei Ren, Yin Huang, Hao Xu

Relative Illumination Fields: Learning Medium and Light Independent Underwater Scenes

Mengkun She, Felix Seegräber, David Nakath, Patricia Schöntag, Kevin Koser

Trust but Verify: Programmatic VLM Evaluation in the Wild

Viraj Prabhu, Senthil Purushwalkam, An Yan, Caiming Xiong, Ran Xu

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference

Samir Khaki, Junxian Guo, Jiaming Tang, Shang Yang, Yukang Chen

Temporal Rate Reduction Clustering for Human Motion Segmentation

Xianghan Meng, Zhengyu Tong, Zhiyuan Huang, Chun-Guang Li

Image Intrinsic Scale Assessment: Bridging the Gap Between Quality and Resolution

Vlad Hosu, Lorenzo Agnolucci, Daisuke Iso, Dietmar Saupe

MH-LVC: Multi-Hypothesis Temporal Prediction for Learned Conditional Residual Video Coding

Huu-Tai Phung, Zong-Lin Gao, Yi-Chen Yao, Kuan-Wei Ho, Yi-Hsin Chen

MeshMamba: State Space Models for Articulated 3D Mesh Generation and Reconstruction

Yusuke Yoshiyasu, Leyuan Sun, Ryusuke Sagawa

Thermal Polarimetric Multi-view Stereo

Takahiro Kushida, Kenichiro Tanaka

Depth AnyEvent: A Cross-Modal Distillation Paradigm for Event-Based Monocular Depth Estimation

Luca Bartolomei, Enrico Mannocci, Fabio Tosi, Matteo Poggi, Stefano Mattoccia

MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration

George Ciubotariu, Zhuyun Zhou, Zongwei Wu, Radu Timofte

Stochastic Interpolants for Revealing Stylistic Flows across the History of Art

Pingchuan Ma, Ming Gui, Johannes Schusterbauer, Xiaopei Yang, Olga Grebenkova

Hierarchical-aware Orthogonal Disentanglement Framework for Fine-grained Skeleton-based Action Recognition

Haochen Chang, Pengfei Ren, Haoyang Zhang, Liang Xie, Hongbo Chen

SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models

Kien Nguyen, Anh Tran, Cuong Pham

Future-Aware Interaction Network For Motion Forecasting

Shijie Li, Chunyu Liu, Xun Xu, Si Yong Yeo, Xulei Yang

PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining

Ciyu Ruan, Ruishan Guo, Zihang Gong, Jingao Xu, Wenhan Yang

Wasserstein Style Distribution Analysis and Transform for Stylized Image Generation

Xi Yu, Xiang Gu, Zhihao Shi, Jian Sun

Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation

Gang Dai, Yifan Zhang, Yutao Qin, Qiangya Guo, Shuangping Huang

CountSE: Soft Exemplar Open-set Object Counting

Shuai Liu, Peng Zhang, Shiwei Zhang, Wei Ke

Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information

Junbo Zhao, Ting Zhang, Jiayu Sun, Mi Tian, Hua Huang

Mitigating Catastrophic Overfitting in Fast Adversarial Training via Label Information Elimination

Chao Pan, Ke Tang, Qing Li, Xin Yao

Stroke2Sketch: Harnessing Stroke Attributes for Training-Free Sketch Generation

Rui Yang, Huining Li, Yiyi Long, Xiaojun Wu, Shengfeng He

Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion

Xingyu Hu, Junjun Jiang, Chenyang Wang, Kui Jiang, Xianming Liu

GazeGaussian: High-Fidelity Gaze Redirection with 3D Gaussian Splatting

Xiaobao Wei, Peng Chen, Guangyu Li, Ming Lu, Hui Chen

Perspective-Aware Teaching: Adapting Knowledge for Heterogeneous Distillation

Jhe-Hao Lin, Yi Yao, Chan-Feng Hsu, Hong-Xia Xie, Hong-Han Shuai

Vision-Language Models Can't See the Obvious

Ngoc Dung Huynh, Phuc H Le-Khac, Wamiq Reyaz Para, Ankit Singh, Sanath Narayan

ConstStyle: Robust Domain Generalization with Unified Style Transformation

Nam Duong Tran, Nam Nguyen Phuong, Hieu H. Pham, Phi Le Nguyen, My T. Thai

FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

Yukang Cao, Chenyang Si, Jinghao Wang, Ziwei Liu

RoboPearls: Editable Video Simulation for Robot Manipulation

Tang Tao, Likui Zhang, Youpeng Wen, Kaidong Zhang, Jia-Wang Bian

SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications

Yana Hasson, Pauline Luc, Liliane Momeni, Maks Ovsjanikov, Guillaume Le Moing

Dynamic Group Detection using VLM-augmented Temporal Groupness Graph

Kaname Yokoyama, Chihiro Nakatani, Norimichi Ukita

A Unified Framework for Motion Reasoning and Generation in Human Interaction

Jeongeun Park, Sungjoon Choi, Sangdoo Yun

Amodal3R: Amodal 3D Reconstruction from Occluded 2D Images

Tianhao Wu, Chuanxia Zheng, Frank Guan, Andrea Vedaldi, Tat-Jen Cham

ETA: Energy-based Test-time Adaptation for Depth Completion

Younjoon Chung, Hyoungseob Park, Patrick Rim, Xiaoran Zhang, Jihe He

RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions

Bimsara Pathiraja, Maitreya Patel, Shivam Singh, Yezhou Yang, Chitta Baral

PatchScaler: An Efficient Patch-Independent Diffusion Model for Image Super-Resolution

Yong Liu, Hang Dong, Jinshan Pan, Qingji Dong, Kai Chen

RoboTrom-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction

Yufeng Zhong, Chengjian Feng, Feng Yan, Fanfan Liu, Liming Zheng

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

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

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining

Zhiqi Ge, Juncheng Li, Xinglei Pang, Minghe Gao, Kaihang Pan

DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning

Fucai Ke, Vijay Kumar B G, Xingjian Leng, Zhixi Cai, Zaid Khan

Robust and Efficient 3D Gaussian Splatting for Urban Scene Reconstruction

Zhensheng Yuan, Haozhi Huang, Zhen Xiong, Di Wang, Guanghua Yang

7DGS: Unified Spatial-Temporal-Angular Gaussian Splatting

Zhongpai Gao, Benjamin Planche, Meng Zheng, Anwesa Choudhuri, Terrence Chen

FlowStyler: Artistic Video Stylization via Transformation Fields Transports

Yuning Gong, Jiaming Chen, Xiaohua Ren, Yuanjun Liao, Yanci Zhang

Outdoor Monocular SLAM with Global Scale-Consistent 3D Gaussian Pointmaps

Chong Cheng, Sicheng Yu, Zijian Wang, Yifan Zhou, Hao Wang

Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model

Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen

ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering

Kaisi Guan, Zhengfeng Lai, Yuchong Sun, Peng Zhang, Wei Liu

Benchmarking Multimodal Large Language Models Against Image Corruptions

Xinkuan Qiu, Meina Kan, Yongbin Zhou, Shiguang Shan

MotionCtrl: A Real-time Controllable Vision-Language-Motion Model

Bin Cao, Sipeng Zheng, Ye Wang, Lujie Xia, Qianshan Wei

Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text

Bingchao Wang, Zhiwei Ning, Jianyu Ding, Xuanang Gao, Yin Li

Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation

Tanay Agrawal, Abid Ali, Antitza Dantcheva, francois bremond

V2XPnP: Vehicle-to-Everything Spatio-Temporal Fusion for Multi-Agent Perception and Prediction

Zewei Zhou, Hao Xiang, Zhaoliang Zheng, Seth Z. Zhao, Mingyue Lei

OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM

Jinhong Wang, Shuo Tong, Jian Liu, Dongqi Tang, Weiqiang Wang

Zero-Shot Depth Aware Image Editing with Diffusion Models

Rishubh Parihar, Sachidanand VS, R. Venkatesh Babu

PhysSplat: Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting

Haoyu Zhao, Hao Wang, Xingyue Zhao, Hao Fei, Hongqiu Wang

Vision-Language Neural Graph Featurization for Extracting Retinal Lesions

Taimur Hassan, Anabia Sohail, Muzammal Naseer, Naoufel Werghi

DisenQ: Disentangling Q-Former for Activity-Biometrics

Shehreen Azad, Yogesh Singh Rawat

RobAVA: A Large-scale Dataset and Baseline Towards Video based Robotic Arm Action Understanding

Baoli Sun, Ning Wang, Xinzhu Ma, Anqi Zou, Yihang Lu

Mitigating Object Hallucinations via Sentence-Level Early Intervention

Shangpin Peng, Senqiao Yang, Li Jiang, Zhuotao Tian

EVT: Efficient View Transformation for Multi-Modal 3D Object Detection

Yongjin Lee, Hyeon-Mun Jeong, Yurim Jeon, Sanghyun Kim

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

Sanjoy Chowdhury, Subrata Biswas, Sayan Nag, Tushar Nagarajan, Calvin Murdock

Anti-Tamper Protection for Unauthorized Individual Image Generation

Zelin Li, Ruohan Zong, Yifan liu, Ruichen Yao, Yaokun Liu

PartField: Learning 3D Feature Fields for Part Segmentation and Beyond

Minghua Liu, Mikaela Angelina Uy, Donglai Xiang, Hao Su, Sanja Fidler

NavQ: Learning a Q-Model for Foresighted Vision-and-Language Navigation

Peiran Xu, Xicheng Gong, Yadong Mu

Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection

Hyewon Park, Hyejin Park, Jueun Ko, Dongbo Min

Egocentric Action-aware Inertial Localization in Point Clouds with Vision-Language Guidance

Mingfang Zhang, Ryo Yonetani, Yifei Huang, Liangyang Ouyang, Ruicong Liu

Visual Relation Diffusion for Human-Object Interaction Detection

Ping Cao, Yepeng Tang, Chunjie Zhang, Xiaolong Zheng, Chao Liang

Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method

Enming Zhang, Yuzhe Li, Yuliang Liu, Yingying Zhu, Xiang Bai

SignRep: Enhancing Self-Supervised Sign Representations

Ryan Wong, Necati Cihan Camgoz, Richard Bowden

MobileViCLIP: An Efficient Video-Text Model for Mobile Devices

Min Yang, Zihan Jia, Zhilin Dai, Sheng Guo, Limin Wang

DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing

Aniruddha Bala, Rohit Chowdhury, Rohan Jaiswal, Siddharth Roheda

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data

Qi Chen, Xinze Zhou, Chen Liu, Hao Chen, Wenxuan Li

PriorMotion: Generative Class-Agnostic Motion Prediction with Raster-Vector Motion Field Priors

Kangan Qian, Jinyu Miao, Xinyu Jiao, Ziang Luo, Zheng Fu

YOLO-Count: Differentiable Object Counting for Text-to-Image Generation

Guanning Zeng, Xiang Zhang, Zirui Wang, Haiyang Xu, Zeyuan Chen

Intra-modal and Cross-modal Synchronization for Audio-visual Deepfake Detection and Temporal Localization

Ashutosh Anshul, Shreyas Gopal, Deepu Rajan, Eng Siong Chng