ICCV 2025

2,701 papers

DDB: Diffusion Driven Balancing to Address Spurious Correlations

Aryan Yazdan Parast, Basim Azam, Naveed Akhtar

HyPiDecoder: Hybrid Pixel Decoder for Efficient Segmentation and Detection

Fengzhe Zhou, Humphrey Shi

From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras

Youngho Kim, Hoonhee Cho, Kuk-Jin Yoon

SemGes: Semantics-aware Co-Speech Gesture Generation using Semantic Coherence and Relevance Learning

Lanmiao Liu, Esam Ghaleb, Asli Ozyurek, Zerrin Yumak

RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather

Yuran Wang, Yingping Liang, Yutao Hu, Ying Fu

EMoTive: Event-guided Trajectory Modeling for 3D Motion Estimation

Zengyu Wan, Wei Zhai, Yang Cao, Zhengjun Zha

PLAN: Proactive Low-Rank Allocation for Continual Learning

Xiequn Wang, Zhan Zhuang, Yu Zhang

Robust Adverse Weather Removal via Spectral-based Spatial Grouping

Yuhwan Jeong, Yunseo Yang, Youngho Yoon, Kuk-Jin Yoon

Forensic-MoE: Exploring Comprehensive Synthetic Image Detection Traces with Mixture of Experts

Mingqi Fang, Ziguang Li, Lingyun Yu, Quanwei Yang, Hongtao Xie

Dual-level Prototype Learning for Composite Degraded Image Restoration

Zhongze Wang, Haitao Zhao, Lujian Yao, Jingchao Peng, Kaijie Zhao

CE-FAM: Concept-Based Explanation via Fusion of Activation Maps

Michihiro Kuroki, Toshihiko Yamasaki

Exploiting Diffusion Prior for Task-driven Image Restoration

Jaeha Kim, Junghun Oh, Kyoung Mu Lee

FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models

Jiaqi Wu, Simin Chen, Jing Tang, Yuzhe Yang, Yiming Chen

UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization

Junjie He, Yifeng Geng, Liefeng Bo

ViewSRD: 3D Visual Grounding via Structured Multi-View Decomposition

Ronggang Huang, Haoxin Yang, Yan Cai, Xuemiao Xu, Huaidong Zhang

E-SAM: Training-Free Segment Every Entity Model

Weiming Zhang, Dingwen Xiao, Lei Chen, Lin Wang

Switch-a-View: View Selection Learned from Unlabeled In-the-wild Videos

Sagnik Majumder, Tushar Nagarajan, Ziad Al-Halah, Kristen Grauman

Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis

Yanzuo Lu, Yuxi Ren, Xin Xia, Shanchuan Lin, Xing Wang

Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing

Yang Xiao, Wang Lu, Jie Ji, Ruimeng Ye, Gen Li

Event-based Tiny Object Detection: A Benchmark Dataset and Baseline

Nuo Chen, Chao Xiao, Yimian Dai, Shiman He, Miao Li

E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes

Yan Liu, Zehao Chen, Haojie Yan, De Ma, Huajin Tang

Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation

Sebastian Schmidt, Julius Koerner, Dominik Fuchsgruber, Stefano Gasperini, Federico Tombari

Language Driven Occupancy Prediction

Zhu Yu, Bowen Pang, Lizhe Liu, Runmin Zhang, Qiang Li

ResGS: Residual Densification of 3D Gaussian for Efficient Detail Recovery

Yanzhe Lyu, Kai Cheng, Xin Kang, Xuejin Chen

VLR-Driver: Large Vision-Language-Reasoning Models for Embodied Autonomous Driving

Fanjie Kong, Yitong Li, Weihuang Chen, Chen Min, Yizhe Li

Dataset Ownership Verification for Pre-trained Masked Models

Yuechen Xie, Jie Song, Yicheng Shan, Xiaoyan Zhang, Yuanyu Wan

LVFace: Progressive Cluster Optimization for Large Vision Models in Face Recognition

Jinghan You, Shanglin Li, Yuanrui Sun, Jiangchuan Wei, Mingyu Guo

Ross3D: Reconstructive Visual Instruction Tuning with 3D-Awareness

Haochen Wang, Yucheng Zhao, Tiancai Wang, Haoqiang Fan, Xiangyu Zhang

Global and Local Entailment Learning for Natural World Imagery

Srikumar Sastry, Aayush Dhakal, Eric Xing, Subash Khanal, Nathan Jacobs

Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts

Ibtihel Amara, Ahmed Imtiaz Humayun, Ivana Kajić, Zarana Parekh, Natalie Harris

Information-Bottleneck Driven Binary Neural Network for Change Detection

Kaijie Yin, Zhiyuan Zhang, Shu Kong, Tian Gao, Cheng-Zhong Xu

SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation

Junsong Chen, Shuchen Xue, Yuyang Zhao, Jincheng Yu, Sayak Paul

PixelStitch: Structure-Preserving Pixel-Wise Bidirectional Warps for Unsupervised Image Stitching

Hengzhe Jin, Lang Nie, Chunyu Lin, Xiaomei Feng, Yao Zhao

ESCNet:Edge-Semantic Collaborative Network for Camouflaged Object Detection

Sheng Ye, Xin Chen, Yan Zhang, Xianming Lin, Liujuan Cao

ScenePainter: Semantically Consistent Perpetual 3D Scene Generation with Concept Relation Alignment

Chong Xia, Shengjun Zhang, Fangfu Liu, Chang Liu, Khodchaphun Hirunyaratsameewong

Spherical Epipolar Rectification for Deep Two-View Absolute Depth Estimation

Pierre-Andre Brousseau, Sebastien Roy

ToolVQA: A Dataset for Multi-step Reasoning VQA with External Tools

Shaofeng Yin, Ting Lei, Yang Liu

UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation

Chaitanya Patel, Hiroki Nakamura, Yuta Kyuragi, Kazuki Kozuka, Juan Carlos Niebles

SFUOD: Source-Free Unknown Object Detection

Keon-Hee Park, Seun-An Choe, Gyeong-Moon Park

MoFRR: Mixture of Diffusion Models for Face Retouching Restoration

Jiaxin Liu, Qichao Ying, Zhenxing Qian, Sheng Li, Runqi Zhang

RapVerse: Coherent Vocals and Whole-Body Motion Generation from Text

Jiaben Chen, Xin Yan, Yihang Chen, Siyuan Cen, Zixin Wang

Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs

Zitian Wang, Yue Liao, Kang Rong, Fengyun Rao, Yibo Yang

Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Model

Kai Tong, Kang Pan, Xiao Zhang, Erli Meng, Run He

Generative Zoo

Tomasz Niewiadomski, Anastasios Yiannakidis, Hanz Cuevas-Velasquez, Soubhik Sanyal, Michael J. Black

Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency

Tianqi Liu, Zihao Huang, Zhaoxi Chen, Guangcong Wang, Shoukang Hu

Enhancing Image Restoration Transformer via Adaptive Translation Equivariance

JiaKui Hu, Zhengjian Yao, Lujia Jin, Hangzhou He, Yanye Lu

ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching

Yuxin Deng, Kaining Zhang, Linfeng Tang, Jiaqi Yang, Jiayi Ma

HERMES: A Unified Self-Driving World Model for Simultaneous 3D Scene Understanding and Generation

Xin Zhou, dingkang liang, Sifan Tu, Xiwu Chen, Yikang Ding

AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization

Qi Bi, Yixian Shen, Jingjun Yi, Gui-Song Xia

RareCLIP: Rarity-aware Online Zero-shot Industrial Anomaly Detection

Jianfang He, Min Cao, Silong Peng, Qiong Xie

What You Have is What You Track: Adaptive and Robust Multimodal Tracking

Yuedong Tan, Jiawei Shao, Eduard Zamfir, Ruanjun Li, Zhaochong An

UnZipLoRA: Separating Content and Style from a Single Image

Chang Liu, Viraj Shah, Aiyu Cui, Svetlana Lazebnik

GSOT3D: Towards Generic 3D Single Object Tracking in the Wild

Yifan Jiao, Yunhao Li, Junhua Ding, Qing Yang, Song Fu

CoStoDet-DDPM: Collaborative Training of Stochastic and Deterministic Models Improves Surgical Workflow Anticipation and Recognition

Kaixiang Yang, Xin Li, Qiang Li, Zhiwei Wang

Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching

Yuhan Liu, Jingwen Fu, Yang Wu, Kangyi Wu, Pengna Li

Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting

Alexey Kravets, Da Chen, Vinay P. Namboodiri

SyncDiff: Synchronized Motion Diffusion for Multi-Body Human-Object Interaction Synthesis

Wenkun He, Yun Liu, Ruitao Liu, Li Yi

ReconDreamer++: Harmonizing Generative and Reconstructive Models for Driving Scene Representation

Guosheng Zhao, Xiaofeng Wang, Chaojun Ni, Zheng Zhu, Wenkang Qin

Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting

Guangben Lu, Yuzhen Du, Yizhe Tang, Zhimin Sun, Ran Yi

M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization

Ju-Hyeon Nam, Dong-Hyun Moon, Sang-Chul Lee

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening

Jeonghyeok Do, Sungpyo Kim, Geunhyuk Youk, Jaehyup Lee, Munchurl Kim

AIComposer: Any Style and Content Image Composition via Feature Integration

Haowen Li, Zhenfeng Fan, Zhang Wen, Zhengzhou Zhu, Yunjin Li

G2D: Boosting Multimodal Learning with Gradient-Guided Distillation

Mohammed Rakib, Arunkumar Bagavathi

Zeroth-Order Fine-Tuning of LLMs in Random Subspaces

Ziming Yu, Pan Zhou, Sike Wang, Jia Li, Mi Tian

OminiControl: Minimal and Universal Control for Diffusion Transformer

Zhenxiong Tan, Songhua Liu, Xingyi Yang, Qiaochu Xue, Xinchao Wang

Closed-Loop Transfer for Weakly-supervised Affordance Grounding

Jiajin Tang, Zhengxuan Wei, Ge Zheng, Sibei Yang

Head2Body: Body Pose Generation from Multi-sensory Head-mounted Inputs

Minh Tran, Hongda Mao, Qingshuang Chen, Yelin Kim

FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems

Jeongsol Kim, Bryan Sangwoo Kim, Jong Chul Ye

SummDiff: Generative Modeling of Video Summarization with Diffusion

Kwanseok Kim, Jaehoon Hahm, Sumin Kim, Jinhwan Sul, Byunghak Kim

FlexGen: Flexible Multi-View Generation from Text and Image Inputs

Xinli Xu, Wenhang Ge, Jiantao Lin, Jiawei Feng, Lie Xu

Open-Vocabulary Octree-Graph for 3D Scene Understanding

Zhigang Wang, Yifei Su, Chenhui Li, Dong Wang, Yan Huang

Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection

Subhajit Maity, Ayan Kumar Bhunia, Subhadeep Koley, Pinaki Nath Chowdhury, Aneeshan Sain

ZFusion: Efficient Deep Compositional Zero-shot Learning for Blind Image Super-Resolution with Generative Diffusion Prior

Alireza Esmaeilzehi, Hossein Zaredar, Yapeng Tian, Laleh Seyyed-Kalantari

FVGen: Accelerating Novel-View Synthesis with Adversarial Video Diffusion Distillation

Wenbin Teng, Gonglin Chen, Haiwei Chen, Yajie Zhao

HiERO: Understanding the Hierarchy of Human Behavior Enhances Reasoning on Egocentric Videos

Simone Alberto Peirone, Francesca Pistilli, Giuseppe Averta

CoA-VLA: Improving Vision-Language-Action Models via Visual-Text Chain-of-Affordance

Jinming Li, Yichen Zhu, Zhibin Tang, Junjie Wen, Minjie Zhu

Automated Red Teaming for Text-to-Image Models through Feedback-Guided Prompt Iteration with Vision-Language Models

Wei Xu, Kangjie Chen, Jiawei Qiu, Yuyang Zhang, Run Wang

VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges

Yuxuan Wang, Yiqi Song, Cihang Xie, Yang Liu, Zilong Zheng

Demeter: A Parametric Model of Crop Plant Morphology from the Real World

Tianhang Cheng, Albert J. Zhai, Evan Z. Chen, Rui Zhou, Yawen Deng

CWNet: Causal Wavelet Network for Low-Light Image Enhancement

Tongshun Zhang, Pingping Liu, Yubing Lu, Mengen Cai, Zijian Zhang

Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency

Yejun Shou, Haocheng Wang, Lingfeng Shen, Qian Zheng, Gang Pan

VisionMath: Vision-Form Mathematical Problem-Solving

Zongyang Ma, Yuxin Chen, Ziqi Zhang, Zhongang Qi, chunfeng yuan

OccluGaussian: Occlusion-Aware Gaussian Splatting for Large Scene Reconstruction and Rendering

Shiyong Liu, Xiao Tang, Zhihao Li, Yingfan He, Chongjie Ye

Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes

Zhangjun Zhou, Yiping Li, Chunlin Zhong, Jianuo Huang, Jialun Pei

How Far are AI-generated Videos from Simulating the 3D Visual World: A Learned 3D Evaluation Approach

Chirui Chang, Jiahui Liu, Zhengzhe LIU, Xiaoyang Lyu, Yi-Hua Huang

Training-Free Personalization via Retrieval and Reasoning on Fingerprints

Deepayan Das, Davide Talon, Yiming Wang, Massimiliano Mancini, Elisa Ricci

Why LVLMs Are More Prone to Hallucinations in Longer Responses: The Role of Context

Ge Zheng, Jiaye Qian, Jiajin Tang, Sibei Yang

Federated Representation Angle Learning

Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu, Xiaoxiao Li

Improving Large Vision and Language Models by Learning from a Panel of Peers

Jefferson Hernandez, Jing Shi, Simon Jenni, Vicente Ordonez, Kushal Kafle

Less-to-More Generalization: Unlocking More Controllability by In-Context Generation

Shaojin Wu, Mengqi Huang, Wenxu Wu, Yufeng Cheng, Fei Ding

From Gaze to Movement: Predicting Visual Attention for Autonomous Driving Human-Machine Interaction based on Programmatic Imitation Learning

Yexin Huang, Yongbin Lin, Lishengsa Yue, Zhihong Yao, Jie Wang

Gradient Extrapolation for Debiased Representation Learning

Ihab Asaad, Maha Shadaydeh, Joachim Denzler

One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution

Xinyu Mao, Xiaohan Xing, Fei Meng, Jianbang Liu, Fan Bai

Gradient Decomposition and Alignment for Incremental Object Detection

Wenlong Luo, Shizhou Zhang, De Cheng, Yinghui Xing, Guoqiang Liang

ROADWork: A Dataset and Benchmark for Learning to Recognize, Observe, Analyze and Drive Through Work Zones

Anurag Ghosh, Shen Zheng, Robert Tamburo, Khiem Vuong, Juan Alvarez-Padilla

Towards a Unified Copernicus Foundation Model for Earth Vision

Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin

LayerAnimate: Layer-level Control for Animation

Yuxue Yang, Lue Fan, Zuzeng Lin, Feng Wang, Zhaoxiang Zhang

Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads

Yingjie Zhou, Jiezhang Cao, Zicheng Zhang, Farong Wen, Yanwei Jiang

MM-IFEngine: Towards Multimodal Instruction Following

Shengyuan Ding, Shenxi Wu, Xiangyu Zhao, Yuhang Zang, Haodong Duan

Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy

Yiting Yang, Hao Luo, Yuan Sun, Qingsen Yan, Haokui Zhang