ICCV 2025

2,701 papers

GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding

Rui Hu, Lianghui Zhu, Yuxuan Zhang, Tianheng Cheng, Lei Liu

Dataset Distillation as Data Compression: A Rate-Utility Perspective

Youneng Bao, Yiping Liu, Zhuo Chen, Yongsheng Liang, Mu Li

Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding

Ta Duc Huy, Duy Anh Huynh, Yutong Xie, Yuankai Qi, Qi Chen

Diffusion-Based Imaginative Coordination for Bimanual Manipulation

Huilin Xu, Jian Ding, Jiakun Xu, Ruixiang Wang, Jun Chen

IRASim: A Fine-Grained World Model for Robot Manipulation

Fangqi Zhu, Hongtao Wu, Song Guo, Yuxiao Liu, Chilam Cheang

Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models

Xuran Ma, Yexin Liu, Yaofu Liu, Xianfeng Wu, Mingzhe Zheng

PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement

Haoye Dong, Gim Hee Lee

SpiLiFormer: Enhancing Spiking Transformers with Lateral Inhibition

Zeqi Zheng, Yanchen Huang, Yingchao Yu, Zizheng Zhu, Junfeng Tang

Diffusion Epistemic Uncertainty with Asymmetric Learning for Diffusion-Generated Image Detection

Yingsong Huang, Hui GUO, Jing Huang, Bing Bai, Qi Xiong

Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval

WonJun Moon, Cheol-Ho Cho, WooJin Jun, Taeoh Kim, Inwoong Lee

ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors

Minsu Kim, Subin Jeon, In Cho, Mijin Yoo, Seon Joo Kim

DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation

Songsong Duan, Xi Yang, Nannan Wang

Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection

Hanshi Wang, Jin Gao, Weiming Hu, Zhipeng Zhang

Multi-modal Identity Extraction

Ryan Webster, Teddy Furon

Federated Domain Generalization with Domain-specific Soft Prompts Generation

Jianhan Wu, Xiaoyang Qu, Zhangcheng Huang, Jianzong Wang

LaneDiffusion: Improving Centerline Graph Learning via Prior Injected BEV Feature Generation

Zijie Wang, Weiming Zhang, Wei Zhang, Xiao Tan, Hongxing Liu

Is CLIP ideal? No. Can we fix it? Yes!

Raphi Kang, Yue Song, Georgia Gkioxari, Pietro Perona

VideoAuteur: Towards Long Narrative Video Generation

Junfei Xiao, Feng Cheng, Lu Qi, Liangke Gui, Yang Zhao

V2XScenes: A Multiple Challenging Traffic Conditions Dataset for Large-Range Vehicle-Infrastructure Collaborative Perception

Bowen Wang, Yafei Wang, Wei Gong, Siheng Chen, Genjia Liu

Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion

Aleksandar Jevtić, Christoph Reich, Felix Wimbauer, Oliver Hahn, Christian Rupprecht

FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention

Xuan Ju, Weicai Ye, Quande Liu, Qiulin Wang, Xintao Wang

Wide2Long: Learning Lens Compression and Perspective Adjustment for Wide-Angle to Telephoto Translation

Soumyadipta Banerjee, Jiaul H. Paik, Debashis Sen

TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras

Mohammad Mohammadi, Ziyi Wu, Igor Gilitschenski

DistillDrive: End-to-End Multi-Mode Autonomous Driving Distillation by Isomorphic Hetero-Source Planning Model

Rui Yu, Xianghang Zhang, Runkai Zhao, Huaicheng Yan, Meng Wang

Perspective-aware 3D Gaussian Inpainting with Multi-view Consistency

Yuxin Cheng, Binxiao Huang, Taiqiang Wu, Wenyong Zhou, Chenchen Ding

GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation

Tianwei Xiong, Jun Hao Liew, Zilong Huang, Jiashi Feng, Xihui Liu

Beyond Walking: A Large-Scale Image-Text Benchmark for Text-based Person Anomaly Search

Shuyu Yang, Yaxiong Wang, Li Zhu, Zhedong Zheng

Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration

Darshan Thaker, Abhishek Goyal, René Vidal

Transformer-based Tooth Alignment Prediction with Occlusion and Collision Constraints

Zhenxing Dong, Jiazhou Chen

HERO: Human Reaction Generation from Videos

Chengjun Yu, Wei Zhai, Yuhang Yang, Yang Cao, Zheng-Jun Zha

Verbalized Representation Learning for Interpretable Few-Shot Generalization

Cheng-Fu Yang, Da Yin, Wenbo Hu, Heng Ji, Nanyun Peng

FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers

Renshan Zhang, Rui Shao, Gongwei Chen, Miao Zhang, Kaiwen Zhou

Intermediate Connectors and Geometric Priors for Language-Guided Affordance Segmentation on Unseen Object Categories

Yicong Li, Yiyang Chen, Zhenyuan Ma, Junbin Xiao, Xiang Wang

You Think, You ACT: The New Task of Arbitrary Text to Motion Generation

Runqi Wang, Caoyuan Ma, Guopeng Li, Hanrui Xu, Yuke Li

Unbiased Missing-modality Multimodal Learning

Ruiting Dai, Chenxi Li, Yandong Yan, Lisi Mo, Ke Qin

Highlight What You Want: Weakly-Supervised Instance-Level Controllable Infrared-Visible Image Fusion

Zeyu Wang, Jizheng Zhang, Haiyu Song, Mingyu Ge, Jiayu Wang

Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View

Zitong Zhang, Suranjan Gautam, Rui Yu

MonoMVSNet: Monocular Priors Guided Multi-View Stereo Network

Jianfei Jiang, Qiankun Liu, Haochen Yu, Hongyuan Liu, Liyong Wang

Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation

Akshay Krishnan, Xinchen Yan, Vincent Casser, Abhijit Kundu

LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion

Fangfu Liu, Hao Li, Jiawei Chi, Hanyang Wang, Minghui Yang

VistaDream: Sampling multiview consistent images for single-view scene reconstruction

Haiping Wang, Yuan Liu, Ziwei Liu, Wenping Wang, Zhen Dong

LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing

Achint Soni, Meet Soni, Sirisha Rambhatla

Explaining Human Preferences via Metrics for Structured 3D Reconstruction

Jack Langerman, Denys Rozumnyi, Yuzhong Huang, Dmytro Mishkin

Spatio-Spectral Pattern Illumination for Direct and Indirect Separation from a Single Hyperspectral Image

Shin Ishihara, Imari Sato

CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs

Yihan Cao, Jiazhao Zhang, Zhinan Yu, Shuzhen Liu, Zheng Qin

All Parts Matter: A Unified Mask-Free Virtual Try-On Framework

Chenghu Du, Shengwu Xiong, Yi Rong

Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning

Yue Duan, Taicai Chen, Lei Qi, Yinghuan Shi

DiffIP: Representation Fingerprints for Robust IP Protection of Diffusion Models

Zhuoling Li, Haoxuan Qu, Jason Kuen, Jiuxiang Gu, Qiuhong Ke

Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction

Luyao Tang, Kunze Huang, Chaoqi Chen, Yuxuan Yuan, Chenxin Li

Democratizing High-Fidelity Co-Speech Gesture Video Generation

Xu Yang, Shaoli Huang, Shenbo Xie, Xuelin Chen, Yifei Liu

EVER: Exact Volumetric Ellipsoid Rendering for Real-time View Synthesis

Alexander Mai, Peter Hedman, George Kopanas, Dor Verbin, David Futschik

Avat3r: Large Animatable Gaussian Reconstruction Model for High-fidelity 3D Head Avatars

Tobias Kirschstein, Javier Romero, Artem Sevastopolsky, Matthias Nießner, Shunsuke Saito

LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents

Boyu Chen, Zhengrong Yue, Siran Chen, Zikang Wang, Yang Liu

Rethinking Bimanual Robotic Manipulation: Learning with Decoupled Interaction Framework

Jian-Jian Jiang, Xiao-ming Wu, Yi-Xiang He, Ling-An Zeng, Yi-Lin Wei

TAD-E2E: A Large-scale End-to-end Autonomous Driving Dataset

Chang Liu, MingXu zhu, Zheyuan Zhang, Linna Song, Xiao Zhao

GIViC: Generative Implicit Video Compression

Ge Gao, Siyue Teng, Tianhao Peng, Fan Zhang, David Bull

Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment

Shi-Chen Zhang, Yunheng Li, Yu-Huan Wu, Qibin Hou, Ming-Ming Cheng

Leveraging Local Patch Alignment to Seam-cutting for Large Parallax Image Stitching

Tianli Liao, Chenyang Zhao, Lei Li, Heling Cao

Preserve Anything: Controllable Image Synthesis with Object Preservation

Prasen Kumar Sharma, Neeraj Matiyali, Siddharth Srivastava, Gaurav Sharma

Function-centric Bayesian Network for Zero-Shot Object Goal Navigation

Sixian Zhang, Xinyao Yu, Xinhang Song, Yiyao Wang, Shuqiang Jiang

AlignGuard: Scalable Safety Alignment for Text-to-Image Generation

Runtao Liu, I Chieh Chen, Jindong Gu, Jipeng Zhang, Renjie Pi

Guiding Diffusion Models with Adaptive Negative Sampling Without External Resources

Alakh Desai, Nuno Vasconcelos

Fast Globally Optimal and Geometrically Consistent 3D Shape Matching

Paul Roetzer, Florian Bernard

HouseCrafter: Lifting Floorplans to 3D Scenes with 2D Diffusion Models

Yiwen Chen, Hieu T. Nguyen, Vikram Voleti, Varun Jampani, Huaizu Jiang

2D Gaussian Splatting-based Sparse-view Transparent Object Depth Reconstruction via Physics Simulation for Scene Update

Jeongyun Kim, Seunghoon Jeong, Giseop Kim, Myung-Hwan Jeon, Eunji Jun

Human-in-the-Loop Local Corrections of 3D Scene Layouts via Infilling

Christopher Xie, Armen Avetisyan, Henry Howard-Jenkins, Yawar Siddiqui, Julian Straub

MMAD: Multi-label Micro-Action Detection in Videos

Kun Li, Pengyu Liu, Dan Guo, Fei Wang, Zhiliang Wu

Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation

Zhenhua Ning, Zhuotao Tian, Shaoshuai Shi, Guangming Lu, Daojing He

DIMO: Diverse 3D Motion Generation for Arbitrary Objects

Linzhan Mou, Jiahui Lei, Chen Wang, Lingjie Liu, Kostas Daniilidis

STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning

Guilian Chen, Huisi Wu, Jing Qin

Personalized Federated Learning under Local Supervision

Qiqi Liu, Jiaqiang Li, Yuchen Liu, Yaochu Jin, Lingjuan Lyu

LV-MAE: Learning Long Video Representations through Masked-Embedding Autoencoders

Ilan Naiman, Emanuel Ben-Baruch, Oron Anschel, Alon Shoshan, Igor Kviatkovsky

StableDepth: Scene-Consistent and Scale-Invariant Monocular Depth

Zheng Zhang, Lihe Yang, Tianyu Yang, Chaohui Yu, Xiaoyang Guo

IFAdapter: Instance Feature Control for Grounded Text-to-Image Generation

Yinwei Wu, Xianpan Zhou, Bing Ma, Xuefeng Su, Kai Ma

You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data

Shanshan Yan, Zexi Li, Chao Wu, Meng Pang, Yang Lu

Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels

Yuhang Li, Zhuying Li, Yuheng Jia

EYE3:Turn Anything into Naked-eye 3D

Yingde Song, Zongyuan Yang, Baolin Liu, Yongping Xiong, Sai Chen

Phantom: Subject-Consistent Video Generation via Cross-Modal Alignment

Lijie Liu, Tianxiang Ma, Bingchuan Li, Zhuowei Chen, Jiawei Liu

RomanTex: Decoupling 3D-aware Rotary Positional Embedded Multi-Attention Network for Texture Synthesis

Yifei Feng, Mingxin Yang, Shuhui Yang, Sheng Zhang, Jiaao Yu

LoD-Loc v2: Aerial Visual Localization over Low Level-of-Detail City Models using Explicit Silhouette Alignment

Juelin Zhu, Shuaibang Peng, Long Wang, Hanlin Tan, Yu Liu

GaRe: Relightable 3D Gaussian Splatting for Outdoor Scenes from Unconstrained Photo Collections

Haiyang Bai, Jiaqi Zhu, Songru Jiang, Wei Huang, Tao Lu

Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning

Fei Zhou, Peng Wang, Lei Zhang, Wei Wei, Chen Ding

Performing Defocus Deblurring by Modeling its Formation Process

Zhengbo Zhang, Lin Geng Foo, Hossein Rahmani, Jun Liu, De Wen Soh

Robustifying Zero-Shot Vision Language Models by Subspaces Alignment

Junhao Dong, Piotr Koniusz, Liaoyuan Feng, Yifei Zhang, Hao Zhu

GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives

Weihao Yu, Xiaoqing Guo, Xinyu Liu, Yifan liu, Hao Zheng

SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation

Jiayuan Zhu, Junde Wu, Cheng Ouyang, Konstantinos Kamnitsas, J. Alison Noble

IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models

Khaled Abud, Sergey Lavrushkin, Alexey Kirillov, Dmitriy Vatolin

Augmented Mass-Spring Model for Real-Time Dense Hair Simulation

J. Alejandro Amador H., Yi Zhou, Xin Sun, Zhixin Shu, Chengan He

FlowR: Flowing from Sparse to Dense 3D Reconstructions

Tobias Fischer, Samuel Rota Bulò, Yung-Hsu Yang, Nikhil Keetha, Lorenzo Porzi

Fine-structure Preserved Real-world Image Super-resolution via Transfer VAE Training

Qiaosi Yi, Shuai Li, Rongyuan Wu, Lingchen Sun, Yuhui Wu

Mamba-3VL: Taming State Space Model for 3D Vision Language Learning

Yuan Wang, Yuxin Chen, Zhongang Qi, Lijun Liu, Jile Jiao

RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models

Yijing Lin, Mengqi Huang, Shuhan Zhuang, Zhendong Mao

SPD: Shallow Backdoor Protecting Deep Backdoor Against Backdoor Detection

Shunjie Yuan, Xinghua Li, Xuelin Cao, Haiyan Zhang, Mengyao Zhu

Cracking Instance Jigsaw Puzzles: An Alternative to Multiple Instance Learning for Whole Slide Image Analysis

Xiwen Chen, Peijie Qiu, Wenhui Zhu, Hao Wang, Huayu Li

Training-Free Text-Guided Image Editing with Visual Autoregressive Model

Yufei Wang, Lanqing Guo, Zhihao Li, Jiaxing Huang, Pichao WANG

VideoOrion: Tokenizing Object Dynamics in Videos

Yicheng Feng, Yijiang Li, Wanpeng Zhang, Sipeng Zheng, Hao Luo

Unsupervised Part Discovery via Descriptor-Based Masked Image Restoration with Optimized Constraints

Jiahao Xia, Yike Wu, Wenjian Huang, Jianguo Zhang, Jian Zhang

On-Device Diffusion Transformer Policy for Efficient Robot Manipulation

Yiming Wu, Huan Wang, Zhenghao Chen, Jianxin Pang, Dong Xu

RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-horizon Robot Demonstration

Longxin Kou, Fei Ni, YAN ZHENG, Peilong Han, Jinyi Liu

Doppler-Aware LiDAR-RADAR Fusion for Weather-Robust 3D Detection

Yujeong Chae, Heejun Park, Hyeonseong Kim, Kuk-Jin Yoon