ICCV 2025

2,701 papers

Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability

Boyong He, Yuxiang Ji, Zhuoyue Tan, Liaoni Wu

Principles of Visual Tokens for Efficient Video Understanding

Xinyue Hao, Gen Li, Shreyank N Gowda, Robert B. Fisher, Jonathan Huang

AllGCD: Leveraging All Unlabeled Data for Generalized Category Discovery

Xinzi Cao, Ke Chen, Feidiao Yang, Xiawu Zheng, Yonghong Tian

Street Gaussians without 3D Object Tracker

Ruida Zhang, Chengxi Li, Chenyangguang Zhang, Xingyu Liu, Haili Yuan

Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation

Zhixiang Chi, Yanan Wu, Li Gu, Huan Liu, Ziqiang Wang

DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation

Haitao Tian

LOTS of Fashion! Multi-Conditioning for Image Generation via Sketch-Text Pairing

Federico Girella, Davide Talon, Ziyue Liu, Zanxi Ruan, Yiming Wang

SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation

Wenjia Wang, Liang Pan, Zhiyang Dou, Jidong Mei, Zhouyingcheng Liao

Activation Subspaces for Out-of-Distribution Detection

Barış Zöngür, Robin Hesse, Stefan Roth

Can We Achieve Efficient Diffusion Without Self-Attention? Distilling Self-Attention into Convolutions

Ziyi Dong, Chengxing Zhou, Weijian Deng, Pengxu Wei, Xiangyang Ji

RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction

Johannes Künzel, Anna Hilsmann, Peter Eisert

Hierarchical Cross-modal Prompt Learning for Vision-Language Models

Hao Zheng, Shunzhi Yang, Zhuoxin He, Jinfeng Yang, Zhenhua Huang

NeuralSVG: An Implicit Representation for Text-to-Vector Generation

Sagi Polaczek, Yuval Alaluf, Elad Richardson, Yael Vinker, Daniel Cohen-or

CalliReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model

Yuxuan LUO, Jiaqi Tang, Chenyi Huang, Feiyang Hao, Zhouhui Lian

Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous Circle

Miroslav Purkrabek, Jiri Matas

More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning

Luong Tran, Thieu Vo, Anh Nguyen, Sang Dinh, Van Nguyen

Preacher: Paper-to-Video Agentic System

Jingwei Liu, Ling Yang, Hao Luo, Fan Wang, Hongyan Li

When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation

Pan Liu, Jinshi Liu

SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation

Chen-Yi Lu, Md Mehrab Tanjim, Ishita Dasgupta, Somdeb Sarkhel, Gang Wu

DAViD: Modeling Dynamic Affordance of 3D Objects Using Pre-trained Video Diffusion Models

Hyeonwoo Kim, Sangwon Baik, Hanbyul Joo

Beyond Brain Decoding: Visual-Semantic Reconstructions to Mental Creation Extension Based on fMRI

Haodong Jing, Dongyao Jiang, Yongqiang Ma, Haibo Hua, Bo Huang

Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data

Ke Fan, Shunlin Lu, Minyue Dai, Runyi Yu, Lixing Xiao

USP: Unified Self-Supervised Pretraining for Image Generation and Understanding

Xiangxiang Chu, Renda Li, Yong Wang

Towards Higher Effective Rank in Parameter-Efficient Fine-tuning using Khatri-Rao Product

Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran, Anton van den Hengel, Ehsan Abbasnejad

Learning Large Motion Estimation from Intermediate Representations with a High-Resolution Optical Flow Dataset Featuring Long-Range Dynamic Motion

Hoonhee Cho, Yuhwan Jeong, Kuk-Jin Yoon

Flow Stochastic Segmentation Networks

Fabio De Sousa Ribeiro, Omar Todd, Charles Jones, Avinash Kori, Raghav Mehta

POMATO: Marrying Pointmap Matching with Temporal Motions for Dynamic 3D Reconstruction

Songyan Zhang, Yongtao Ge, Jinyuan Tian, Guangkai Xu, Hao Chen

DyWA: Dynamics-adaptive World Action Model for Generalizable Non-prehensile Manipulation

Jiangran Lyu, Ziming Li, Xuesong Shi, Chaoyi Xu, Yizhou Wang

Music Grounding by Short Video

Zijie Xin, minquan wang, Jingyu Liu, Quan Chen, Ye Ma

AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction

Bin Rao, Haicheng Liao, Yanchen Guan, Chengyue Wang, Bonan Wang

CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation

Hui Zhang, Dexiang Hong, Yitong Wang, Jie Shao, Xinglong Wu

SeaS: Few-shot Industrial Anomaly Image Generation with Separation and Sharing Fine-tuning

Zhewei Dai, Shilei Zeng, Haotian Liu, Xurui Li, Feng Xue

Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy

Yaxin Xiao, Qingqing Ye, Li Hu, Huadi Zheng, Haibo Hu

ATCTrack: Aligning Target-Context Cues with Dynamic Target States for Robust Vision-Language Tracking

Xiaokun Feng, Shiyu Hu, Xuchen Li, Dailing Zhang, Meiqi Wu

Reverse Convolution and Its Applications to Image Restoration

Xuhong Huang, Shiqi Liu, Kai Zhang, Ying Tai, Jian Yang

VISO: Accelerating In-orbit Object Detection with Language-Guided Mask Learning and Sparse Inference

Meiqi Wang, Han Qiu

Aligning Global Semantics and Local Textures in Generative Video Enhancement

Zhikai Chen, Fuchen Long, Zhaofan Qiu, Ting Yao, Wengang Zhou

Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens

Dongwon Kim, Ju He, Qihang Yu, Chenglin Yang, Xiaohui Shen

I2VControl: Disentangled and Unified Video Motion Synthesis Control

Wanquan Feng, Tianhao Qi, Jiawei Liu, Mingzhen Sun, Pengqi Tu

DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding

Wenwen Yu, Zhibo Yang, Yuliang Liu, Xiang Bai

PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Model

Jinhua Zhang, Hualian Sheng, Sijia Cai, Bing Deng, Qiao Liang

EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer

Yuxuan Zhang, Yirui Yuan, Yiren Song, Haofan Wang, Jiaming Liu

Towards Visual Localization Interoperability: Cross-Feature for Collaborative Visual Localization and Mapping

Alberto Jaenal, Paula Carbó Cubero, José Araújo, Andre Mateus

NeRF Is a Valuable Assistant for 3D Gaussian Splatting

Shuangkang Fang, I-Chao Shen, Takeo Igarashi, Yufeng Wang, ZeSheng Wang

Riemannian-Geometric Fingerprints of Generative Models

Hae Jin Song, Laurent Itti

A Token-level Text Image Foundation Model for Document Understanding

Tongkun Guan, Zining Wang, Pei Fu, Zhengtao Guo, Wei Shen

Moderating the Generalization of Score-based Generative Model

Wan Jiang, He Wang, Xin Zhang, Dan Guo, Zhaoxin Fan

Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation

Zheyun Qin, Deng Yu, Chuanchen Luo, Zhumin Chen

Visual Textualization for Image Prompted Object Detection

Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Yan Xu

HiP-AD: Hierarchical and Multi-Granularity Planning with Deformable Attention for Autonomous Driving in a Single Decoder

Yingqi Tang, Zhuoran Xu, Zhaotie Meng, Erkang Cheng

Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens

Qihang Fan, Huaibo Huang, Mingrui Chen, Ran He

Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering

Kaixuan Jiang, Yang Liu, Weixing Chen, Jingzhou Luo, Ziliang Chen

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model

Yaoye Zhu, Zhe Wang, Yan Wang

Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images

Yuran Dong, Mang Ye

DASH: 4D Hash Encoding with Self-Supervised Decomposition for Real-Time Dynamic Scene Rendering

Jie Chen, Zhangchi Hu, Peixi Wu, Huyue Zhu, Hebei Li

Learning Streaming Video Representation via Multitask Training

Yibin Yan, Jilan Xu, Shangzhe Di, Yikun Liu, Yudi Shi

PixTalk: Controlling Photorealistic Image Processing and Editing with Language

Marcos V. Conde, Zihao Lu, Radu Timofte

CopyrightShield: Enhancing Diffusion Model Security Against Copyright Infringement Attacks

Zhixiang Guo, Siyuan Liang, Aishan Liu, Dacheng Tao

Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models

Hyungjin Kim, Seokho Ahn, Young-Duk Seo

Statistical Confidence Rescoring for Robust 3D Scene Graph Generation from Multi-View Images

Qi Xun Yeo, Yanyan Li, Gim Hee Lee

GWM: Towards Scalable Gaussian World Models for Robotic Manipulation

Guanxing Lu, Baoxiong Jia, Puhao Li, Yixin Chen, Ziwei Wang

Referring to Any Person

Qing Jiang, Lin Wu, Zhaoyang Zeng, Tianhe Ren, Yuda Xiong

SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout

Wen Yang, Guodong Liu, Di Ming

Axis-level Symmetry Detection with Group-Equivariant Representation

Wongyun Yu, Ahyun Seo, Minsu Cho

PUMA: Empowering Unified MLLM with Multi-granular Visual Generation

Rongyao Fang, Chengqi Duan, Kun Wang, Hao Li, Linjiang Huang

DisCo: Towards Distinct and Coherent Visual Encapsulation in Video MLLMs

Jiahe Zhao, Rongkun Zheng, Yi Wang, Helin Wang, Hengshuang Zhao

Aligning Constraint Generation with Design Intent in Parametric CAD

Evan Casey, Tianyu Zhang, Shu Ishida, John Roger Thompson, Amir Khasahmadi

Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models

Beier Zhu, Ruoyu Wang, Tong Zhao, Hanwang Zhang, Chi Zhang

SMSTracker: Tri-path Score Mask Sigma Fusion for Multi-Modal Tracking

Sixian Chan, Zedong Li, Wenhao Li, Shijian Lu, Chunhua Shen

Hierarchy UGP: Hierarchy Unified Gaussian Primitive for Large-Scale Dynamic Scene Reconstruction

Hongyang Sun, Qinglin Yang, Jiawei Wang, Zhen Xu, Chen Liu

Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates

Kecheng Chen, Xinyu Luo, Tiexin Qin, Jie Liu, Hui LIU

Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection

Juan Hu, Shaojing Fan, Terence Sim

DiffRefine: Diffusion-based Proposal Specific Point Cloud Densification for Cross-Domain Object Detection

Sangyun Shin, Yuhang He, Xinyu Hou, Samuel Hodgson, Andrew Markham

Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation

Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag

Context-Aware Academic Emotion Dataset and Benchmark

Luming Zhao, Jingwen Xuan, Jiamin Lou, Yonghui Yu, Wenwu Yang

HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation

Qinqian Lei, Bo Wang, Robby T. Tan

Seeing the Unseen: A Semantic Alignment and Context-Aware Prompt Framework for Open-Vocabulary Camouflaged Object Segmentation

Peng Ren, Tian Bai, Jing Sun, Fuming Sun

Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings

Azim Ospanov, Mohammad Jalali, Farzan Farnia

UNIS: A Unified Framework for Achieving Unbiased Neural Implicit Surfaces in Volume Rendering

Junkai Deng, Hanting Niu, Jiaze Li, Fei Hou, Ying He

FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging

Xin You, Runze Yang, Chuyan Zhang, Zhongliang Jiang, jie Yang

Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective

Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan

AURELIA: Test-time Reasoning Distillation in Audio-Visual LLMs

Sanjoy Chowdhury, Hanan Gani, Nishit Anand, Sayan Nag, Ruohan Gao

FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models

Tianyu Fu, Tengxuan Liu, Qinghao Han, Guohao Dai, Shengen Yan

X2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction

Weihao Yu, Yuanhao Cai, Ruyi Zha, Zhiwen Fan, Chenxin Li

TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control

Zhenyu Yan, Jian Wang, Aoqiang Wang, Yuhan Li, Wenxiang Shang

ClaraVid: A Holistic Scene Reconstruction Benchmark From Aerial Perspective With Delentropy-Based Complexity Profiling

Radu Beche, Sergiu Nedevschi

GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects

Yidi Shao, Mu Huang, Chen Change Loy, Bo Dai

Unified Open-World Segmentation with Multi-Modal Prompts

Yang Liu, Yufei Yin, Chenchen Jing, Muzhi Zhu, Hao Chen

DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering

Rongjia Zheng, Qing Zhang, Chengjiang Long, Wei-Shi Zheng

Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space

Yingping Liang, Yutao Hu, Wenqi Shao, Ying Fu

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection

Jiawen Zhu, Yew-Soon Ong, Chunhua Shen, Guansong Pang

AdsQA: Towards Advertisement Video Understanding

Xinwei Long, Kai Tian, Peng Xu, Guoli Jia, Jingxuan Li

LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables

Xunpeng Yi, Yibing Zhang, Xinyu Xiang, Qinglong Yan, Han Xu

A View-consistent Sampling Method for Regularized Training of Neural Radiance Fields

Aoxiang Fan, Corentin Dumery, Nicolas Talabot, Pascal Fua

Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning

Zihua Zhao, Feng Hong, Mengxi Chen, Pengyi Chen, Benyuan Liu

CAT: A Unified Click-and-Track Framework for Realistic Tracking

Yongsheng Yuan, Jie Zhao, Dong Wang, Huchuan Lu

Active Perception Meets Rule-Guided RL: A Two-Phase Approach for Precise Object Navigation in Complex Environments

Liang Qin, Min Wang, Peiwei Li, Wengang Zhou, Houqiang Li

PBFG: A New Physically-Based Dataset and Removal of Lens Flares and Glares

Jie Zhu, Sungkil Lee

ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation

Cihang Peng, Qiming Hou, Zhong Ren, Kun Zhou

DuCos: Duality Constrained Depth Super-Resolution via Foundation Model

Zhiqiang Yan, Zhengxue Wang, Haoye Dong, Jun Li, Jian Yang