ICCV 2025

2,701 papers

Dual-Expert Consistency Model for Efficient and High-Quality Video Generation

Zhengyao Lv, Chenyang Si, Tianlin Pan, Zhaoxi Chen, Kwan-Yee K. Wong

Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration

Baoyou Chen, Ce Liu, Weihao Yuan, Zilong Dong, Siyu Zhu

Task Vector Quantization for Memory-Efficient Model Merging

Youngeun Kim, Seunghwan Lee, Aecheon Jung, Bogon Ryu, Sungeun Hong

FusionPhys: A Flexible Framework for Fusing Complementary Sensing Modalities in Remote Physiological Measurement

Chenhang Ying, Huiyu Yang, Jieyi Ge, Zhaodong Sun, Xu Cheng

MistSense: Versatile Online Detection of Procedural and Execution Mistakes

Constantin Patsch, Yuankai Wu, Marsil Zakour, Driton Salihu, Eckehard Steinbach

MUSE-VL: Modeling Unified VLM through Semantic Discrete Encoding

Rongchang Xie, Chen Du, Ping Song, Chang Liu

Multi-Object Sketch Animation by Scene Decomposition and Motion Planning

Jingyu Liu, Zijie Xin, Yuhan Fu, Ruixiang Zhao, Bangxiang Lan

TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision

Ayush Gupta, Anirban Roy, Rama Chellappa, Nathaniel D. Bastian, Alvaro Velasquez

Trial-Oriented Visual Rearrangement

Yuyi Liu, Xinhang Song, Tianliang Qi, Shuqiang Jiang

ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection

Hongchi Ma, Guanglei Yang, Debin Zhao, Yanli Ji, Wangmeng Zuo

MagicHOI: Leveraging 3D Priors for Accurate Hand-object Reconstruction from Short Monocular Video Clips

Shibo Wang, Haonan He, Maria Parelli, Christoph Gebhardt, Zicong Fan

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning

Zhong-Yu Li, Ruoyi Du, Juncheng Yan, Le Zhuo, Zhen Li

Backdooring Self-Supervised Contrastive Learning by Noisy Alignment

Tuo Chen, Jie Gui, Minjing Dong, Ju Jia, Lanting Fang

SemiVisBooster: Boosting Semi-Supervised Learning for Fine-Grained Classification through Pseudo-Label Semantic Guidance

Wenjin Zhang, Xinyu Li, Chenyang Gao, Ivan Marsic

Multi-scenario Overlapping Text Segmentation with Depth Awareness

Yang Liu, Xudong Xie, Yuliang Liu, Xiang Bai

Contrastive Flow Matching

George Stoica, Vivek Ramanujan, Xiang Fan, Ali Farhadi, Ranjay Krishna

Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors

Shida Sun, Yue Li, Yueyi Zhang, Zhiwei Xiong

Enhancing Prompt Generation with Adaptive Refinement for Camouflaged Object Detection

Xuehan Chen, Guangyu Ren, Tianhong Dai, Tania Stathaki, Hengyan Liu

DiST-4D: Disentangled Spatiotemporal Diffusion with Metric Depth for 4D Driving Scene Generation

Jiazhe Guo, Yikang Ding, Xiwu Chen, Shuo Chen, Bohan Li

Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers

Divyansh Srivastava, Xiang Zhang, He Wen, Chenru Wen, Zhuowen Tu

SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models

Pingchuan Ma, Xiaopei Yang, Yusong Li, Ming Gui, Felix Krause

Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles

Eric Slyman, Mehrab Tanjim, Kushal Kafle, Stefan Lee

MAVias: Mitigate any Visual Bias

Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos, Christos Diou

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding

Yuqi Wu, Wenzhao Zheng, Sicheng Zuo, Yuanhui Huang, Jie Zhou

Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification

Wenkui Yang, Jie Cao, Junxian Duan, Ran He

Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation

Uzay Gökay, Federico Spurio, Dominik R. Bach, Juergen Gall

No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views

Ranran Huang, Krystian Mikolajczyk

ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance

Chunwei Wang, Guansong Lu, Junwei Yang, Runhui Huang, Jianhua Han

Removing Out-of-Focus Reflective Flares via Color Alignment

Fengbo Lan, Chang Wen Chen

TCFG: Truncated Classifier-Free Guidance for Efficient and Scalable Text-to-Image Acceleration

Xiaomeng Fu, Jia Li

Long Context Tuning for Video Generation

Yuwei Guo, Ceyuan Yang, Ziyan Yang, Zhibei Ma, Zhijie Lin

SV4D 2.0: Enhancing Spatio-Temporal Consistency in Multi-View Video Diffusion for High-Quality 4D Generation

Chun-Han Yao, Yiming Xie, Vikram Voleti, Huaizu Jiang, Varun Jampani

The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation

Aoxiong Yin, Xu Tan, Kai Shen, Yichong Leng, Xinyu Zhou

StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data

Yixu Wang, Yan Teng, Yingchun Wang, Xingjun Ma

SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images

Yichi Zhang, Le Xue, Wenbo Zhang, Lanlan Li, Yuchen Liu

Rethinking Layered Graphic Design Generation with a Top-Down Approach

Jingye Chen, Zhaowen Wang, Nanxuan Zhao, Li Zhang, Difan Liu

From Easy to Hard: The MIR Benchmark for Progressive Interleaved Multi-Image Reasoning

Hang Du, Jiayang Zhang, Guoshun Nan, Wendi Deng, Zhenyan Chen

Trade-offs in Image Generation: How Do Different Dimensions Interact?

Sicheng Zhang, Binzhu Xie, Zhonghao Yan, Yuli Zhang, Donghao Zhou

Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation

Yuqing Wang, Zhijie Lin, Yao Teng, Yuanzhi Zhu, Shuhuai Ren

ReCoT: Reflective Self-Correction Training for Mitigating Confirmation Bias in Large Vision-Language Models

Mengxue Qu, Yibo Hu, Kunyang Han, Yunchao Wei, Yao Zhao

Gaze-Language Alignment for Zero-Shot Prediction of Visual Search Targets from Human Gaze Scanpaths

Sounak Mondal, Naveen Sendhilnathan, Ting Zhang, Yue Liu, Michael Proulx

FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions

Yilei Jiang, Wei-Hong Li, Yiyuan Zhang, Minghong Cai, Xiangyu Yue

Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels

Yujia Tong, Yuze Wang, Jingling Yuan, Chuang Hu

InfiniDreamer: Arbitrarily Long Human Motion Generation via Segment Score Distillation

Wenjie Zhuo, Fan Ma, Hehe Fan

LACONIC: A 3D Layout Adapter for Controllable Image Creation

Léopold Maillard, Tom Durand, Adrien Ramanana Rahary, Maks Ovsjanikov

Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction

Haonan Wang, Qixiang Zhang, Lehan Wang, Xuanqi Huang, Xiaomeng Li

Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP

Junsung Park, Jungbeom Lee, Jongyoon Song, Sangwon Yu, Dahuin Jung

monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation

Renjie Lu, Yu Zhou, Hao Cheng, Jingke Meng, Wei-Shi Zheng

SpatialTrackerV2: Advancing 3D Point Tracking with Explicit Camera Motion

Yuxi Xiao, Jianyuan Wang, Nan Xue, Nikita Karaev, Yuri Makarov

CAP: Evaluation of Persuasive and Creative Image Generation

Aysan Aghazadeh, Adriana Kovashka

Multi-modal Multi-platform Person Re-Identification: Benchmark and Method

Ruiyang Ha, Songyi Jiang, Bin Li, Bikang Pan, Yihang Zhu

GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors

Tian-Xing Xu, Xiangjun Gao, Wenbo Hu, Xiaoyu Li, Song-Hai Zhang

Learning Neural Scene Representation from iToF Imaging

Wenjie Chang, Hanzhi Chang, Yueyi Zhang, Wenfei Yang, Tianzhu Zhang

Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis

Letian Zhang, Quan Cui, Bingchen Zhao, Cheng Yang

Learning Deblurring Texture Prior from Unpaired Data with Diffusion Model

Chengxu Liu, Lu Qi, Jinshan Pan, Xueming Qian, Ming-Hsuan Yang

IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features

Anand Kumar, Jiteng Mu, Nuno Vasconcelos

DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing

Jingyi Yang, Xun Lin, Zitong Yu, Liepiao Zhang, Xin Liu

Expressive Talking Human from Single-Image with Imperfect Priors

Jun Xiang, Yudong Guo, Leipeng Hu, Boyang Guo, Yancheng Yuan

Derm1M: A Million-scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology

Siyuan Yan, Ming Hu, Yiwen Jiang, Xieji Li, Hao Fei

Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning

Zhengxuan Wei, Jiajin Tang, Sibei Yang

LayerLock: Non-collapsing Representation Learning with Progressive Freezing

Goker Erdogan, Nikhil Parthasarathy, Catalin Ionescu, Drew A. Hudson, Alexander Lerchner

IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising

Dongjin Kim, Jaekyun Ko, Muhammad Kashif Ali, Tae Hyun Kim

X-Dancer: Expressive Music to Human Dance Video Generation

Zeyuan Chen, Hongyi Xu, Guoxian Song, You Xie, Chenxu Zhang

Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation

Tao Lei, Ziyao Yang, Xingwu Wang, Yi Wang, Xuan Wang

Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning

Lizhen Xu, Xiuxiu Bai, Xiaojun Jia, Jianwu Fang, Shanmin Pang

What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning

Chi-Hsi Kung, Frangil Ramirez, Juhyung Ha, Yi-Ting Chen, David Crandall

Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation

Yuxuan Wang, Xuanyu Yi, Haohan Weng, Qingshan Xu, Xiaokang Wei

PrimHOI: Compositional Human-Object Interaction via Reusable Primitives

Kai Jia, Tengyu Liu, Mingtao Pei, Yixin Zhu, Siyuan Huang

MRGen: Segmentation Data Engine For Underrepresented MRI Modalities

Haoning Wu, Ziheng Zhao, Ya Zhang, Yanfeng Wang, Weidi Xie

CLIPSym: Delving into Symmetry Detection with CLIP

Tinghan Yang, Md Ashiqur Rahman, Raymond A. Yeh

CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation

Jianyu Wu, Yizhou Wang, Xiangyu Yue, Xinzhu Ma, Jinyang Guo

FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models

Vladimir Kulikov, Matan Kleiner, Inbar Huberman-Spiegelglas, Tomer Michaeli

Context Guided Transformer Entropy Modeling for Video Compression

Junlong Tong, Wei Zhang, Yaohui Jin, Xiaoyu Shen

Implicit Counterfactual Learning for Audio-Visual Segmentation

Mingfeng Zha, Tianyu Li, Guoqing Wang, Peng Wang, Yangyang Wu

ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization

Yuanhe Guo, Linxi Xie, Zhuoran Chen, Kangrui Yu, Ryan Po

Generic Event Boundary Detection via Denoising Diffusion

Jaejun Hwang, Dayoung Gong, Manjin Kim, Minsu Cho

SA-Occ: Satellite-Assisted 3D Occupancy Prediction in Real World

Chen Chen, Zhirui Wang, Taowei Sheng, Yi Jiang, Yundu Li

G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection

Chengyu Tao, Xuanming Cao, Juan Du

PanSt3R: Multi-view Consistent Panoptic Segmentation

Lojze Žust, Yohann Cabon, Juliette Marrie, Leonid Antsfeld, Boris Chidlovskii

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

Yiwu Zhong, Zhuoming Liu, Yin Li, Liwei Wang

AnnofreeOD: Detecting All Classes at Low Frame Rates Without Human Annotations

Boyi Sun, Yuhang Liu, Houxin He, Yonglin Tian, Fei-Yue Wang

Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models

Yudong Jin, Sida Peng, Xuan Wang, Tao Xie, Zhen Xu

BANet: Bilateral Aggregation Network for Mobile Stereo Matching

Gangwei Xu, Jiaxin Liu, Xianqi Wang, Junda Cheng, Yong Deng

Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild

Peijun Bao, Chenqi Kong, Siyuan Yang, Zihao Shao, Xinghao Jiang

Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences

Hyojin Bahng, Caroline Chan, Fredo Durand, Phillip Isola

Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge

Xiaogang Xu, Jiafei Wu, Qingsen Yan, Jiequan Cui, Richang Hong

TAPNext: Tracking Any Point (TAP) as Next Token Prediction

Artem Zholus, Carl Doersch, Yi Yang, Skanda Koppula, Viorica Patraucean

Region-Level Data Attribution for Text-to-Image Generative Models

Trong Bang Nguyen, Phi Le Nguyen, Simon Lucey, Minh Hoai

CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting

siyu jiao, Haoye Dong, Yuyang Yin, Zequn Jie, Yinlong Qian

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models

Yuxuan Cai, Jiangning Zhang, Haoyang He, Xinwei He, Ao Tong

Epipolar Consistent Attention Aggregation Network for Unsupervised Light Field Disparity Estimation

Chen Gao, Shuo Zhang, Youfang Lin

VSSD: Vision Mamba with Non-Causal State Space Duality

Yuheng Shi, Mingjia Li, Minjing Dong, Chang Xu

Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy

Wei Junhao, Yu Zhe, Jun Sakuma

MSQ: Memory-Efficient Bit Sparsification Quantization

Seokho Han, Seoyeon Yoon, Jinhee Kim, Dongwei Wang, Kang Eun Jeon

CSD-VAR: Content-Style Decomposition in Visual Autoregressive Models

Quang-Binh Nguyen, Minh Luu, Quang Nguyen, Anh Tran, Khoi Nguyen

Dynamic Reconstruction of Hand-Object Interaction with Distributed Force-aware Contact Representation

Zhenjun Yu, Wenqiang Xu, Pengfei Xie, Yutong Li, Brian W. Anthony

ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation

Sherry X. Chen, Yi Wei, Luowei Zhou, Suren Kumar

Moment Quantization for Video Temporal Grounding

Xiaolong Sun, Le Wang, Sanping Zhou, Liushuai Shi, Kun Xia

DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion

Hossein Mirzaei, Zeinab Taghavi, Sepehr Rezaee, Masoud Hadi, Moein Madadi

Spectral Sensitivity Estimation with an Uncalibrated Diffraction Grating

Lilika Makabe, Hiroaki Santo, Fumio Okura, Michael S. Brown, Yasuyuki Matsushita