ICCV 2025

2,701 papers

Are They the Same? Exploring Visual Correspondence Shortcomings of Multimodal LLMs

Yikang Zhou, Tao Zhang, Shilin Xu, Shihao Chen, Qianyu Zhou

Learning 3D Scene Analogies with Neural Contextual Scene Maps

Junho Kim, Gwangtak Bae, Eun Sun Lee, Young Min Kim

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen

Joint Self-Supervised Video Alignment and Action Segmentation

Ali Shah Ali, Syed Ahmed Mahmood, Mubin Saeed, Andrey Konin, M. Zeeshan Zia

CF3: Compact and Fast 3D Feature Fields

Hyunjoon Lee, Joonkyu Min, Jaesik Park

U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration

Xiaofan Li, Zhihao Xu, Chenming Wu, Zhao Yang, Yumeng Zhang

Learned Image Compression with Hierarchical Progressive Context Modeling

Yuqi Li, Haotian Zhang, Li Li, Dong Liu

NGD: Neural Gradient Based Deformation for Monocular Garment Reconstruction

Soham Dasgupta, Shanthika Naik, Preet Savalia, Sujay Kumar Ingle, Avinash Sharma

Confound from All Sides, Distill with Resilience: Multi-Objective Adversarial Paths to Zero-Shot Robustness

Junhao Dong, Jiao Liu, Xinghua Qu, Yew-Soon Ong

Image-Guided Shape-from-Template Using Mesh Inextensibility Constraints

Thuy Tran, Ruochen Chen, Shaifali Parashar

MaskHand: Generative Masked Modeling for Robust Hand Mesh Reconstruction in the Wild

Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Mayur Jagdishbhai Patel, Hongfei Xue, Ahmed Helmy

ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

Jianhong Bai, Menghan Xia, Xiao Fu, Xintao Wang, Lianrui Mu

AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion

Yangyi Huang, Ye Yuan, Xueting Li, Jan Kautz, Umar Iqbal

UniOcc: A Unified Benchmark for Occupancy Forecasting and Prediction in Autonomous Driving

Yuping Wang, Xiangyu Huang, Xiaokang Sun, Mingxuan Yan, Shuo Xing

PROGRESSOR: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement

Tewodros W. Ayalew, Xiao Zhang, Kevin Yuanbo Wu, Tianchong Jiang, Michael Maire

FlowTok: Flowing Seamlessly Across Text and Image Tokens

Ju He, Qihang Yu, Qihao Liu, Liang-Chieh Chen

Learning 4D Embodied World Models

Haoyu Zhen, Qiao Sun, Hongxin Zhang, Junyan Li, Siyuan Zhou

DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior

Junzhe Lu, Jing Lin, Hongkun Dou, Ailing Zeng, Yue Deng

JPEG Processing Neural Operator for Backward-Compatible Coding

Woo Kyoung Han, Yongjun Lee, Byeonghun Lee, Sang Hyun Park, Sunghoon Im

Controllable 3D Outdoor Scene Generation via Scene Graphs

Yuheng Liu, Xinke Li, Yuning Zhang, Lu Qi, Xin Li

VisHall3D: Monocular Semantic Scene Completion from Reconstructing the Visible Regions to Hallucinating the Invisible Regions

Haoang Lu, Yuanqi SU, Xiaoning Zhang, Longjun Gao, Yu Xue

CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models

Junho Kim, Hyungjin Chung, Byung-Hoon Kim

Semantic Discrepancy-aware Detector for Image Forgery Identification

Ziye Wang, Minghang Yu, Chunyan Xu, Zhen Cui

Multi-view Gaze Target Estimation

Qiaomu Miao, Vivek Raju Golani, Jingyi Xu, Progga Paromita Dutta, Minh Hoai

GTR: Guided Thought Reinforcement Prevents Thought Collapse in RL-based VLM Agent Training

Tong Wei, Yijun Yang, Junliang Xing, Yuanchun Shi, Zongqing Lu

Boost 3D Reconstruction using Diffusion-based Monocular Camera Calibration

Junyuan Deng, Wei Yin, Xiaoyang Guo, Qian Zhang, Xiaotao Hu

Where am I? Cross-View Geo-localization with Natural Language Descriptions

Junyan Ye, Honglin Lin, Leyan Ou, Dairong Chen, Zihao Wang

Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control

Seongmin Park, Hyungmin Kim, Sangwoo Kim, Wonseok Jeon, Juyoung Yang

What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models

Lorenzo Baraldi, Davide Bucciarelli, Federico Betti, Marcella Cornia, Nicu Sebe

Accelerating Diffusion Sampling via Exploiting Local Transition Coherence

Shangwen Zhu, Han Zhang, Zhantao Yang, Qianyu Peng, Zhao Pu

Temporal-aware Query Routing for Real-time Video Instance Segmentation

Zesen Cheng, Kehan Li, Yian Zhao, Hang Zhang, Chang Liu

GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering

Kai Ye, Chong Gao, Guanbin Li, Wenzheng Chen, Baoquan Chen

CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation

Elena Bueno-Benito, Mariella Dimiccoli

UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing

Tsu-Jui Fu, Yusu Qian, Chen Chen, Wenze Hu, Zhe Gan

Multi-identity Human Image Animation with Structural Video Diffusion

Zhenzhi Wang, Yixuan Li, Yanhong Zeng, Yuwei Guo, Dahua Lin

Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection

Ji Du, Xin Wang, Fangwei Hao, Mingyang Yu, Chunyuan Chen

DACoN: DINO for Anime Paint Bucket Colorization with Any Number of Reference Images

Kazuma Nagata, Naoshi Kaneko

MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration

Tao Wang, Peiwen Xia, Bo Li, Peng-tao Jiang, Zhe Kong

Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Zhengyao Lv, Tianlin Pan, Chenyang Si, Zhaoxi Chen, Wangmeng Zuo

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration

Haotian Dong, Xin Wang, Di Lin, Yipeng Wu, Qin Chen

Latent Expression Generation for Referring Image Segmentation and Grounding

Seonghoon Yu, Joonbeom Hong, Joonseok Lee, Jeany Son

Serialization based Point Cloud Oversegmentation

Chenghui Lu, Jianlong Kwan, Dilong Li, Ziyi Chen, Haiyan Guan

ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection

Yingjian Chen, Lei Zhang, Yakun Niu

FREE-Merging: Fourier Transform for Efficient Model Merging

Shenghe Zheng, Hongzhi Wang

OD-RASE: Ontology-Driven Risk Assessment and Safety Enhancement for Autonomous Driving

Kota Shimomura, Masaki Nambata, Atsuya Ishikawa, Ryota Mimura, Koki Inoue

DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Model

Junjia Huang, Pengxiang Yan, Jinhang Cai, Jiyang Liu, Zhao Wang

GaussianFlowOcc: Sparse and Weakly Supervised Occupancy Estimation using Gaussian Splatting and Temporal Flow

Simon Boeder, Fabian Gigengack, Benjamin Risse

LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity

Walid Bousselham, Angie Boggust, Sofian Chaybouti, Hendrik Strobelt, Hilde Kuehne

LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation

Jiahao Wang, Ning Kang, Lewei Yao, Mengzhao Chen, Chengyue Wu

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent

En Ci, Shanyan Guan, Yanhao Ge, Yilin Zhang, Wei Li

CMAD: Correlation-Aware and Modalities-Aware Distillation for Multimodal Sentiment Analysis with Missing Modalities

Yan Zhuang, Minhao LIU, Wei Bai, Yanru Zhang, Xiaoyue Zhang

ExCap3D: Expressive 3D Scene Understanding via Object Captioning with Varying Detail

Chandan Yeshwanth, David Rozenberszki, Angela Dai

Always Skip Attention

Yiping Ji, Hemanth Saratchandran, Peyman Moghadam, Simon Lucey

Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization

Zuyu Zhang, Ning Chen, Yongshan Liu, Qinghua Zhang, Xu Zhang

ForCenNet: Foreground-Centric Network for Document Image Rectification

Peng Cai, Qiang Li, Kaicheng Yang, Dong Guo, Jia Li

SAUCE: Selective Concept Unlearning in Vision-Language Models with Sparse Autoencoders

Jiahui Geng, Qing Li

DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models

Revant Teotia, Candace Ross, Karen Ullrich, Sumit Chopra, Adriana Romero-Soriano

Recovering Parametric Scenes from Very Few Time-of-Flight Pixels

Carter Sifferman, Yiquan Li, Yiming Li, Fangzhou Mu, Michael Gleicher

SynTag: Enhancing the Geometric Robustness of Inversion-based Generative Image Watermarking

Han Fang, Kejiang Chen, Zehua Ma, Jiajun Deng, Yicong Li

Towards Privacy-preserved Pre-training of Remote Sensing Foundation Models with Federated Mutual-guidance Learning

Jieyi Tan, Chengwei Zhang, Bo Dang, Yansheng Li

CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations

Caner Korkmaz, Brighton Nuwagira, Baris Coskunuzer, Tolga Birdal

FakeRadar: Probing Forgery Outliers to Detect Unknown Deepfake Videos

Zhaolun Li, Jichang Li, Yinqi Cai, Junye Chen, Xiaonan Luo

Backdoor Mitigation by Distance-Driven Detoxification

Shaokui Wei, Jiayin Liu, Hongyuan Zha

Reference-based Super-Resolution via Image-based Retrieval-Augmented Generation Diffusion

Byeonghun Lee, Hyunmin Cho, Hong Gyu Choi, Soo Min Kang, Iljun Ahn

Beyond Low-Rank Tuning: Model Prior-Guided Rank Allocation for Effective Transfer in Low-Data and Large-Gap Regimes.

Chuyan Zhang, Kefan Wang, Yun Gu

GM-MoE: Low-Light Enhancement with Gated-Mechanism Mixture-of-Experts

Minwen Liao, Haobo Dong, Xinyi Wang, Kurban Ubul, Yihua Shao

Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention

Jeonghoon Park, Juyoung Lee, Chaeyeon Chung, Jaeseong Lee, Jaegul Choo

"Principal Components" Enable A New Language of Images

Xin Wen, Bingchen Zhao, Ismail Elezi, Jiankang Deng, Xiaojuan Qi

OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models

Gaojie Lin, Jianwen Jiang, Jiaqi Yang, Zerong Zheng, Chao Liang

RainbowPrompt: Diversity-Enhanced Prompt-Evolving for Continual Learning

Kiseong Hong, Gyeong-hyeon Kim, Eunwoo Kim

EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images

Wangbo Yu, Chaoran Feng, Jianing Li, Jiye Tang, Jiashu Yang

Physical Degradation Model-Guided Interferometric Hyperspectral Reconstruction with Unfolding Transformer

Yuansheng Li, Yunhao Zou, Linwei Chen, Ying Fu

PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos

Hanxiao Jiang, Hao-Yu Hsu, Kaifeng Zhang, Hsin-Ni Yu, Shenlong Wang

WorldScore: A Unified Evaluation Benchmark for World Generation

Haoyi Duan, Hong-Xing Yu, Sirui Chen, Li Fei-fei, Jiajun Wu

AutoComPose: Automatic Generation of Pose Transition Descriptions for Composed Pose Retrieval Using Multimodal LLMs

Yi-Ting Shen, Sungmin Eum, Doheon Lee, Rohit Shete, Chiao-Yi Wang

Holistic Unlearning Benchmark: A Multi-Faceted Evaluation for Text-to-Image Diffusion Model Unlearning

Saemi Moon, Minjong Lee, Sangdon Park, Dongwoo Kim

OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics

Yeon-Ji Song, Jaein Kim, Suhyung Choi, Jin-Hwa Kim, Byoung-tak Zhang

Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior

Young Seok Jeon, Hongfei Yang, Huazhu Fu, Mengling Feng

Self-supervised Learning of Hybrid Part-aware 3D Representations of 2D Gaussians and Superquadrics

Zhirui Gao, Renjiao Yi, Yuhang Huang, Wei Chen, Chenyang Zhu

Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion

Shengyuan Zhang, An Zhao, Ling Yang, Zejian Li, Chenye Meng

SiM3D: Single-instance Multiview Multimodal and Multisetup 3D Anomaly Detection Benchmark

Alex Costanzino, Pierluigi Zama Ramirez, Luigi Lella, Matteo Ragaglia, Alessandro Oliva

NavMorph: A Self-Evolving World Model for Vision-and-Language Navigation in Continuous Environments

Xuan Yao, Junyu Gao, Changsheng Xu

GaussianUpdate: Continual 3D Gaussian Splatting Update for Changing Environments

Lin Zeng, Boming Zhao, Jiarui Hu, Xujie Shen, Ziqiang Dang

Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation

Hongyu Wen, Yiming Zuo, Venkat Subramanian, Patrick Chen, Jia Deng

Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning

Tianjiao Jiang, Zhen Zhang, Yuhang Liu, Javen Qinfeng Shi

Test-Time Retrieval-Augmented Adaptation for Vision-Language Models

Xinqi Fan, Xueli Chen, Luoxiao Yang, Chuin Hong Yap, Rizwan Qureshi

Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations

Xiang Xu, Lingdong Kong, Song Wang, Chuanwei Zhou, Qingshan Liu

Generate, Transduct, Adapt: Iterative Transduction with VLMs

Oindrila Saha, Logan Lawrence, Grant Van Horn, Subhransu Maji

LIRA: Reasoning Reconstruction via Multimodal Large Language Models

Zhen Zhou, Tong Wang, Yunkai Ma, Xiao Tan, Fengshui Jing

S3R-GS: Streamlining the Pipeline for Large-Scale Street Scene Reconstruction

Guangting Zheng, Jiajun Deng, Xiaomeng Chu, Yu Yuan, Houqiang Li

GMMamba: Group Masking Mamba for Whole Slide Image Classification

Tingting Zheng, Hongxun Yao, Kui Jiang, Yi Xiao, Sicheng Zhao

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation

Zhongyu Yang, Jun Chen, Dannong Xu, Junjie Fei, Xiaoqian Shen

AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering

Kang Zeng, Guojin Zhong, Jintao Cheng, Jin Yuan, Zhiyong Li

LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos

Chin-Yang Lin, Cheng Sun, Fu-En Yang, Min-Hung Chen, Yen-yu Lin

Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing

Yudong Liu, Jingwei Sun, Yueqian Lin, Jianyi Zhang, Jingyang Zhang

NeuFrameQ: Neural Frame Fields for Scalable and Generalizable Anisotropic Quadrangulation

Ying-Tian Liu, Jiajun Li, Yu-Tao Liu, Xin Yu, Yuan-Chen Guo

KinMo: Kinematic-aware Human Motion Understanding and Generation

Pengfei Zhang, Pinxin Liu, Pablo Garrido, Hyeongwoo Kim, Bindita Chaudhuri

Dense2MoE: Restructuring Diffusion Transformer to MoE for Efficient Text-to-Image Generation

Youwei Zheng, Yuxi Ren, Xin Xia, Xuefeng Xiao, Xiaohua Xie

Unraveling the Effects of Synthetic Data on End-to-End Autonomous Driving

Junhao Ge, Zuhong Liu, Longteng Fan, Yifan Jiang, Jiaqi Su

GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer

Xin Jin, Haisheng Su, Cong Ma, Kai Liu, Wei Wu