ICCV 2025

2,701 papers

Large-scale Pre-training for Grounded Video Caption Generation

Evangelos Kazakos, Cordelia Schmid, Josef Sivic

NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations

Junjie Nan, Jianing Li, Wei Chen, Mingkun Zhang, Xueqi Cheng

MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval

Jaeseok Byun, Young Kyun Jang, SeokHyeon Jeong, Donghyun Kim, Taesup Moon

CompSlider: Compositional Slider for Disentangled Multiple-Attribute Image Generation

Zixin Zhu, Kevin Duarte, Mamshad Nayeem Rizve, Chengyuan Xu, Ratheesh Kalarot

Pretrained Reversible Generation as Unsupervised Visual Representation Learning

Rongkun Xue, Jinouwen Zhang, Yazhe Niu, Dazhong Shen, Bingqi Ma

SHeaP: Self-Supervised Head Geometry Predictor Learned via 2D Gaussians

Liam Schoneveld, Zhe Chen, Davide Davoli, Jiapeng Tang, Saimon Terazawa

Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks

Jiawei Wang, Yushen Zuo, Yuanjun Chai, Zhendong Liu, Yicheng Fu

DICE: Staleness-Centric Optimizations for Parallel Diffusion MoE Inference

Jiajun Luo, Lizhuo Luo, Jianru Xu, Jiajun Song, Rongwei Lu

Optical Model-Driven Sharpness Mapping for Autofocus in Small Depth-of-Field and Severe Defocus Scenarios

Chen-Liang Fan, Mingpei Cao, Chih Chien Hung, Yuesheng Zhu

OuroMamba: A Data-Free Quantization Framework for Vision Mamba

Akshat Ramachandran, Mingyu Lee, Huan Xu, Souvik Kundu, Tushar Krishna

Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines

Jiayuan Chen, Thai-Hoang Pham, Yuanlong Wang, Ping Zhang

Reinforcement Learning-Guided Data Selection via Redundancy Assessment

Suorong Yang, Peijia Li, Furao Shen, Jian Zhao

FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation

Yunpeng Bai, Qixing Huang

Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

Kejia Zhang, Juanjuan Weng, Shaozi Li, Zhiming Luo

Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching

Giacomo Meanti, Thomas Ryckeboer, Michael Arbel, Julien Mairal

Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data

Zeyi Sun, Tong Wu, Pan Zhang, Yuhang Zang, Xiaoyi Dong

LMM-Det: Make Large Multimodal Models Excel in Object Detection

Jincheng Li, Chunyu Xie, Ji Ao, Dawei Leng, Yuhui Yin

Trace3D: Consistent Segmentation Lifting via Gaussian Instance Tracing

Hongyu Shen, Junfeng Ni, Yixin Chen, Weishuo Li, Mingtao Pei

Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data

Thu Hang Phung, Duong M. Nguyen, Thanh Trung Huynh, Quoc Viet Hung Nguyen, Trong Nghia Hoang

Learning Normal Flow Directly From Events

Dehao Yuan, Levi Burner, Jiayi Wu, Minghui Liu, Jingxi Chen

Variance-Based Pruning for Accelerating and Compressing Trained Networks

Uranik Berisha, Jens Mehnert, Alexandru Paul Condurache

Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction

Yuanhao Cai, He Zhang, Kai Zhang, Yixun Liang, Mengwei Ren

Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views

Xiangdong Zhang, Shaofeng Zhang, Junchi Yan

Randomized Autoregressive Visual Generation

Qihang Yu, Ju He, Xueqing Deng, Xiaohui Shen, Liang-Chieh Chen

Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework

Rohan Sharma, Changyou Chen, Feng-Ju Chang, Seongjun Yun, Xiaohu Xie

CO2-Net: A Physics-Informed Spatio-Temporal Model for Global Surface CO2 Reconstruction

Hao Zheng, Yuting Zheng, Hanbo Huang, Chaofan Sun, Enhui Liao

Neural Multi-View Self-Calibrated Photometric Stereo without Photometric Stereo Cues

Xu Cao, Takafumi Taketomi

MOVE: Motion-Guided Few-Shot Video Object Segmentation

Kaining Ying, Hengrui Hu, Henghui Ding

EMD: Explicit Motion Modeling for High-Quality Street Gaussian Splatting

Xiaobao Wei, Qingpo Wuwu, Zhongyu Zhao, Zhuangzhe Wu, Nan Huang

A Quality-Guided Mixture of Score-Fusion Experts Framework for Human Recognition

Jie Zhu, Yiyang Su, Minchul Kim, Anil Jain, Xiaoming Liu

MixA-Q: Revisiting Activation Sparsity for Vision Transformers from a Mixed-Precision Quantization Perspective

Weitian Wang, Rai Shubham, Cecilia De La Parra, Akash Kumar

HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model

Tao Wang, Changxu Cheng, Lingfeng Wang, Senda Chen, Wuyue Zhao

Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-sharpening

Hebaixu Wang, Jiayi Ma

SuperMat: Physically Consistent PBR Material Estimation at Interactive Rates

Yijia Hong, Yuan-Chen Guo, Ran Yi, Yulong Chen, Yan-Pei Cao

MambaML: Exploring State Space Models for Multi-Label Image Classification

Xuelin Zhu, Jian Liu, Jiuxin Cao, Bing Wang

GenieBlue: Integrating both Linguistic and Multimodal Capabilities for Large Language Models on Mobile Devices

Xudong Lu, Yinghao Chen, Renshou Wu, Haohao Gao, Xi Chen

3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation

Tianrui Lou, Xiaojun Jia, Siyuan Liang, Jiawei Liang, Ming Zhang

DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations

Xiaohui Li, Yihao Liu, Shuo Cao, Ziyan Chen, Shaobin Zhuang

Text2VDM: Text to Vector Displacement Maps for Expressive and Interactive 3D Sculpting

Hengyu Meng, Duotun Wang, Zhijing Shao, Ligang Liu, Zeyu Wang

CarGait: Cross-Attention based Re-ranking for Gait recognition

Gavriel Habib, Noa Barzilay, Or Shimshi, Rami Ben-Ari, Nir Darshan

GReg: Geometry-Aware Region Refinement for Sign Language Video Generation

Tongkai Shi, Lianyu Hu, Fanhua Shang, Liqing Gao, Wei Feng

ULTHO: Ultra-Lightweight yet Efficient Hyperparameter Optimization in Deep Reinforcement Learning

Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng

Global-Aware Monocular Semantic Scene Completion with State Space Models

Shijie Li, Zhongyao Cheng, Rong Li, Shuai Li, Juergen Gall

Neural Architecture Search Driven by Locally Guided Diffusion for Personalized Federated Learning

Peng Liao, Xilu Wang, Yaochu Jin, Wenli Du, Han Hu

DIVE: Taming DINO for Subject-Driven Video Editing

Yi Huang, Wei Xiong, He Zhang, Chaoqi Chen, Jianzhuang Liu

Effective Training Data Synthesis for Improving MLLM Chart Understanding

Yuwei Yang, Zeyu Zhang, Yunzhong Hou, Zhuowan Li, Gaowen Liu

InstaDrive: Instance-Aware Driving World Models for Realistic and Consistent Video Generation

Zhuoran Yang, Xi Guo, Chenjing Ding, Chiyu Wang, Wei Wu

Robust 3D-Masked Part-level Editing in 3D Gaussian Splatting with Regularized Score Distillation Sampling

Hayeon Kim, Ji Ha Jang, Se Young Chun

Referring Expression Comprehension for Small Objects

Kanoko Goto, Takumi Hirose, Mahiro Ukai, Shuhei Kurita, Nakamasa Inoue

Toward Material-Agnostic System Identification from Videos

Yizhou Zhao, Haoyu Chen, Chunjiang Liu, Zhenyang Li, Charles Herrmann

COVTrack: Continuous Open-Vocabulary Tracking via Adaptive Multi-Cue Fusion

Zekun Qian, Ruize Han, Zhixiang Wang, Junhui Hou, Wei Feng

Timestep-Aware Diffusion Model for Extreme Image Rescaling

Ce Wang, Zhenyu Hu, Wanjie Sun, Zhenzhong Chen

Language Decoupling with Fine-grained Knowledge Guidance for Referring Multi-object Tracking

Guangyao Li, Siping Zhuang, Yajun Jian, Yan Yan, Hanzi Wang

Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction

Edgar Sucar, Zihang Lai, Eldar Insafutdinov, Andrea Vedaldi

Towards Efficient General Feature Prediction in Masked Skeleton Modeling

Shengkai Sun, Zefan Zhang, Jianfeng Dong, Zhiyong Cheng, Xiaojun Chang

Deeply Supervised Flow-Based Generative Models

Inkyu Shin, Chenglin Yang, Liang-Chieh Chen

CMB-ML: A Cosmic Microwave Background Dataset for the Oldest Possible Computer Vision Task

James Amato, Yunan Xie, Leonel Medina-Varela, Ammar Aljerwi, Adam McCutcheon

ScoreHOI: Physically Plausible Reconstruction of Human-Object Interaction via Score-Guided Diffusion

Ao Li, Jinpeng Liu, Yixuan Zhu, Yansong Tang

Discretized Gaussian Representation for Tomographic Reconstruction

Shaokai Wu, Yuxiang Lu, Yapan Guo, Wei Ji, Suizhi Huang

JointDiT: Enhancing RGB-Depth Joint Modeling with Diffusion Transformers

Kwon Byung-Ki, Qi Dai, Lee Hyoseok, Chong Luo, Tae-Hyun Oh

Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis

Inseung Hwang, Kiseok Choi, Hyunho Ha, Min H. Kim

LGA-Net: Learning Local and Global Affinities for Sparse Scribble based Image Colorization

Hongjin Lyu, Bo Li, Paul L. Rosin, Yu-Kun Lai

Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video

Xiao Li, Qi Chen, Xiulian Peng, Kai Yu, Xie Chen

Separation for Better Integration: Disentangling Edge and Motion in Event-based Deblurring

Yufei Zhu, Hao Chen, Yongjian Deng, Wei You

A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks

Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan

PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View

Longliang Liu, Miaojie Feng, Junda Cheng, Jijun Xiang, Xuan Zhu

Visual Interestingness Decoded: How GPT-4o Mirrors Human Interests

Fitim Abdullahu, Helmut Grabner

Learning on the Go: A Meta-learning Object Navigation Model

Xiaorong Qin, Xinhang Song, Sixian Zhang, Xinyao Yu, Xinmiao Zhang

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO

Qihan Huang, Weilong Dai, Jinlong Liu, Wanggui He, Hao Jiang

UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions

Siyuan Yao, Rui Zhu, Ziqi Wang, Wenqi Ren, Yanyang Yan

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency

Shiji Zhao, Ranjie Duan, Fengxiang Wang, Chi Chen, Caixin Kang

LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning

Jianfeng Dong, Danfeng Luo, Daizong Liu, Jie Sun, Xiaoye Qu

AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts

Yufan Liu, Wanqian Zhang, Huashan Chen, Lin Wang, Xiaojun Jia

Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval

Ziwei Wang, Sameera Ramasinghe, Chenchen Xu, Julien Monteil, Loris Bazzani

HUMOTO: A 4D Dataset of Mocap Human Object Interactions

Jiaxin Lu, Chun-Hao Paul Huang, Uttaran Bhattacharya, Qixing Huang, Yi Zhou

Multi-turn Consistent Image Editing

Zijun Zhou, Yingying Deng, Xiangyu He, Weiming Dong, Fan Tang

Beyond the Frame: Generating 360deg Panoramic Videos from Perspective Videos

Rundong Luo, Matthew Wallingford, Ali Fahardi, Noah Snavely, Wei-Chiu Ma

FreeDance: Towards Harmonic Free-Number Group Dance Generation via a Unified Framework

Yiwen Zhao, Yang Wang, Liting Wen, Hengyuan Zhang, Xingqun Qi

From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning

Le Zhuo, Liangbing Zhao, Sayak Paul, Yue Liao, Renrui Zhang

PseudoMapTrainer: Learning Online Mapping without HD Maps

Christian Löwens, Thorben Funke, Jingchao Xie, Alexandru Paul Condurache

Aligning Effective Tokens with Video Anomaly in Large Language Models

Yingxian Chen, Jiahui Liu, Ruidi Fan, Yanwei Li, Chirui Chang

HADES: Human Avatar with Dynamic Explicit Hair Strands

Zhanfeng Liao, Hanzhang Tu, Cheng Peng, Hongwen Zhang, Boyao Zhou

MuGS: Multi-Baseline Generalizable Gaussian Splatting Reconstruction

Yaopeng Lou, Liao Shen, Tianqi Liu, Jiaqi Li, Zihao Huang

ProGait: A Multi-Purpose Video Dataset and Benchmark for Transfemoral Prosthesis Users

Xiangyu Yin, Boyuan Yang, Weichen Liu, Qiyao Xue, Abrar Alamri

Magic Insert: Style-Aware Drag-and-Drop

Nataniel Ruiz, Yuanzhen Li, Neal Wadhwa, Yael Pritch, Michael Rubinstein

DAMap: Distance-aware MapNet for High Quality HD Map Construction

Jinpeng Dong, Chen Li, Yutong Lin, Jingwen Fu, Sanping Zhou

Synergistic Prompting for Robust Visual Recognition with Missing Modalities

Zhihui Zhang, Luanyuan Dai, Qika Lin, Yunfeng Diao, Guangyin Jin

Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy

Yunchuan Guan, Yu Liu, Ke Zhou, Zhiqi Shen, Jenq-Neng Hwang

MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance

Hallee E. Wong, Jose Javier Gonzalez Ortiz, John Guttag, Adrian V. Dalca

FPEM: Face Prior Enhanced Facial Attractiveness Prediction for Live Videos with Face Retouching

Hui Li, Xiaoyu Ren, Hongjiu Yu, Ying Chen, Kai Li

Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate

Qidong Huang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao

Leveraging BEV Paradigm for Ground-to-Aerial Image Synthesis

Junyan Ye, Jun He, Weijia Li, Zhutao Lv, Yi Lin

Humans as Checkerboards: Calibrating Camera Motion Scale for World-Coordinate Human Mesh Recovery

Fengyuan Yang, Kerui Gu, Ha Linh Nguyen, Tze Ho Elden Tse, Angela Yao

Few-Shot Pattern Detection via Template Matching and Regression

Eunchan Jo, Dahyun Kang, Sanghyun Kim, Yunseon Choi, Minsu Cho

SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning

Xin Hu, Ke Qin, Guiduo Duan, Ming Li, Yuan-Fang Li

UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control

Yan Wu, Korrawe Karunratanakul, Zhengyi Luo, Siyu Tang

Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization

Kyle Sargent, Kyle Hsu, Justin Johnson, Li Fei-fei, Jiajun Wu

WildSAT: Learning Satellite Image Representations from Wildlife Observations

Rangel Daroya, Elijah Cole, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji

EventUPS: Uncalibrated Photometric Stereo Using an Event Camera

Jinxiu Liang, Bohan Yu, Siqi Yang, Haotian Zhuang, Jieji Ren

FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases

Matteo Poggi, Fabio Tosi