ICCV 2025

2,701 papers

Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding

Mingxuan Wu, Huang Huang, Justin Kerr, Chung Min Kim, Anthony Zhang

Adaptive Articulated Object Manipulation On The Fly with Foundation Model Reasoning and Part Grounding

Xiaojie Zhang, Yuanfei Wang, Ruihai Wu, Kunqi Xu, Yu Li

Estimating 2D Camera Motion with Hybrid Motion Basis

Haipeng Li, Tianhao Zhou, Zhanglei Yang, Yi Wu, Yan Chen

Proactive Scene Decomposition and Reconstruction

Baicheng Li, Zike Yan, Dong Wu, Hongbin Zha

COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation

Sanghyun Jo, Seo Jin Lee, Seungwoo Lee, Seohyung Hong, Hyungseok Seo

Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models

Hyundong Jin, Hyung Jin Chang, Eunwoo Kim

DH-FaceVid-1K: A Large-Scale High-Quality Dataset for Face Video Generation

Donglin Di, He Feng, Wenzhang Sun, Yongjia Ma, Hao Li

QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation

Junyi Wu, Zhiteng Li, Zheng Hui, Yulun Zhang, Linghe Kong

Engage for All: Making Ordinary Image Descriptions Appealing Again!

Yuyan Chen, Yifan Jiang, Li Zhou, Jinghan Cao, Yu Guan

DisTime: Distribution-based Time Representation for Video Large Language Models

Yingsen Zeng, Zepeng Huang, Yujie Zhong, Chengjian Feng, Jie Hu

Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation

Jiaer Xia, Bingkui Tong, Yuhang Zang, Rui Shao, Kaiyang Zhou

Generating Physically Stable and Buildable Brick Structures from Text

Ava Pun, Kangle Deng, Ruixuan Liu, Deva Ramanan, Changliu Liu

Boosting Multimodal Learning via Disentangled Gradient Learning

Shicai Wei, Chunbo Luo, Yang Luo

SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data

Xilin He, Cheng Luo, Xiaole Xian, Bing Li, Muhammad Haris Khan

SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images

Gencer Sumbul, Chang Xu, Emanuele Dalsasso, Devis Tuia

Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models

Jieun Kim, Jinmyeong Kim, Yoonji Kim, Sung-Bae Cho

PVMamba: Parallelizing Vision Mamba via Dynamic State Aggregation

Fei Xie, Zhongdao Wang, Weijia Zhang, Chao Ma

Hyper-Depth: Hypergraph-based Multi-Scale Representation Fusion for Monocular Depth Estimation

Lin Bie, Siqi Li, Yifan Feng, Yue Gao

Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation

Nairouz Mrabah, Nicolas Richet, Ismail Ben Ayed, Eric Granger

Blind2Sound: Self-Supervised Image Denoising without Residual Noise

Jiazheng Liu, Zejin Wang, Bohao Chen, Hua Han

DreamActor-M1: Holistic, Expressive and Robust Human Image Animation with Hybrid Guidance

Yuxuan LUO, Zhengkun Rong, Lizhen Wang, Longhao Zhang, Tianshu Hu

LONG3R: Long Sequence Streaming 3D Reconstruction

Zhuoguang Chen, Minghui Qin, Tianyuan Yuan, Zhe Liu, Hang Zhao

Textured 3D Regenerative Morphing with 3D Diffusion Prior

Songlin Yang, Yushi Lan, Honghua Chen, Xingang Pan

SemTalk: Holistic Co-speech Motion Generation with Frame-level Semantic Emphasis

Xiangyue Zhang, Jianfang Li, Jiaxu Zhang, Ziqiang Dang, Jianqiang Ren

4D Visual Pre-training for Robot Learning

Chengkai Hou, Yanjie Ze, Yankai Fu, Zeyu Gao, Songbo Hu

Understanding Personal Concept in Open-Vocabulary Semantic Segmentation

Sunghyun Park, Jungsoo Lee, Shubhankar Borse, Munawar Hayat, Sungha Choi

AIRA: Activation-Informed Low-Rank Adaptation for Large Models

Lujun Li, Dezhi Li, Cheng Lin, Wei Li, Wei Xue

DiffDoctor: Diagnosing Image Diffusion Models Before Treating

Yiyang Wang, Xi Chen, Xiaogang Xu, Sihui Ji, Yu Liu

LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement

Jieming Bian, Lei Wang, Letian Zhang, Jie Xu

Learning Interpretable Queries for Explainable Image Classification with Information Pursuit

Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan, Hector Andrade-Loarca, Gitta Kutyniok

LEGO-Maker: A Semantic-Driven Algorithm for Text-to-3D Generation

Yifei Zhang, Lei Chen

SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation

Shiqi Huang, Shuting He, Huaiyuan Qin, Bihan Wen

ETA: Efficiency through Thinking Ahead, A Dual Approach to Self-Driving with Large Models

Shadi Hamdan, Chonghao Sima, Zetong Yang, Hongyang Li, Fatma Guney

Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization

Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Danda Pani Paudel, Luc Van Gool

DAViD: Data-efficient and Accurate Vision Models from Synthetic Data

Fatemeh Saleh, Sadegh Aliakbarian, Charlie Hewitt, Lohit Petikam, Xian Xiao

Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation

Joëlle Hanna, Damian Borth

Combinative Matching for Geometric Shape Assembly

Nahyuk Lee, Juhong Min, Junhong Lee, Chunghyun Park, Minsu Cho

Revisiting Image Fusion for Multi-Illuminant White-Balance Correction

David Serrano-Lozano, Aditya Arora, Luis Herranz, Konstantinos G. Derpanis, Michael S. Brown

Bolt3D: Generating 3D Scenes in Seconds

Stanislaw Szymanowicz, Jason Y. Zhang, Pratul Srinivasan, Ruiqi Gao, Arthur Brussee

DRaM-LHM: A Quaternion Framework for Iterative Camera Pose Estimation

CHEN LIN, Weizhi Du, Zhixiang Min, Baochen She, Enrique Dunn

Acknowledging Focus Ambiguity in Visual Questions

Chongyan Chen, Yu-Yun Tseng, Zhuoheng Li, Anush Venkatesh, Danna Gurari

3D Mesh Editing using Masked LRMs

Will Gao, Dilin Wang, Yuchen Fan, Aljaz Bozic, Tuur Stuyck

Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance

Jiaqi Jin, Siwei Wang, Zhibin Dong, Xihong Yang, Xinwang Liu

Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation

Xiaoling Hu, Xiangrui Zeng, Oula Puonti, Juan Eugenio Iglesias, Bruce Fischl

Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives

Shaoyuan Xie, Lingdong Kong, Yuhao Dong, Chonghao Sima, Wenwei Zhang

Progressive Artwork Outpainting via Latent Diffusion Models

Dae-Young Song, Jung-Jae Yu, Donghyeon Cho

Large Multi-modal Models Can Interpret Features in Large Multi-modal Models

Kaichen Zhang, Yifei Shen, Bo Li, Ziwei Liu

A Hyperdimensional One Place Signature to Represent Them All: Stackable Descriptors For Visual Place Recognition

Connor Malone, Somayeh Hussaini, Tobias Fischer, Michael Milford

FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance

Haicheng Wang, Zhemeng Yu, Gabriele Spadaro, Chen Ju, Victor Quétu

Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization

Zhen Zhang, Shuai Yang, Qianlong Dang, Zhize Wu, Lichuan Gu

MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh

Shuangkang Fang, I-Chao Shen, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang

FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields

Junhyeog Yun, Minui Hong, Gunhee Kim

MeasureXpert: Automatic Anthropometric Measurement Extraction from Two Unregistered, Partial, Posed, and Dressed Body Scans

Ran Zhao, Xinxin Dai, Pengpeng Hu, Vasile Palade, Adrian Munteanu

Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence

Xihong Yang, Siwei Wang, Jiaqi Jin, Fangdi Wang, Tianrui Liu

RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS

Chuanyu Fu, Yuqi Zhang, Kunbin Yao, Guanying Chen, Yuan Xiong

ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models

Guoyizhe Wei, Rama Chellappa

MoMa-Kitchen: A 100K+ Benchmark for Affordance-Grounded Last-Mile Navigation in Mobile Manipulation

Pingrui Zhang, Xianqiang Gao, Yuhan Wu, Kehui Liu, Dong Wang

Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation

Shengfang Zhai, Jiajun Li, Yue Liu, Huanran Chen, Zhihua Tian

CVFusion: Cross-View Fusion of 4D Radar and Camera for 3D Object Detection

Hanzhi Zhong, Zhiyu Xiang, Ruoyu Xu, Jingyun Fu, Peng Xu

TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction

Xuying Zhang, Yutong Liu, Yangguang Li, Renrui Zhang, Yufei Liu

FastJSMA: Accelerating Jacobian-based Saliency Map Attacks through Gradient Decoupling

Zhenghao Gao, Shengjie Xu, Zijing Li, Meixi Chen, Chaojian Yu

RoboTron-Mani: All-in-One Multimodal Large Model for Robotic Manipulation

Feng Yan, Fanfan Liu, Yiyang Huang, Zechao Guan, Liming Zheng

SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation

Hao Ban, Gokul Ram Subramani, Kaiyi Ji

Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image

Shuang Xu, Zixiang Zhao, Haowen Bai, Chang Yu, Jiangjun Peng

Object-level Correlation for Few-Shot Segmentation

Chunlin Wen, Yu Zhang, Jie Fan, Hongyuan Zhu, Xiu-Shen Wei

Co-Painter: Fine-Grained Controllable Image Stylization via Implicit Decoupling and Adaptive Injection

Bowen Fu, Wei Wei, Jiaqi Tang, Jiangtao Nie, Yanyu Ye

ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation

Jimyeong Kim, Jungwon Park, Yeji Song, Nojun Kwak, Wonjong Rhee

Proxy-Bridged Game Transformer for Interactive Extreme Motion Prediction

Yanwen Fang, Wenqi Jia, Xu Cao, Peng-tao Jiang, Guodong Li

Weakly-Supervised Learning of Dense Functional Correspondences

Stefan Stojanov, Linan Zhao, Yunzhi Zhang, Daniel L. K. Yamins, Jiajun Wu

C2MIL: Synchronizing Semantic and Topological Causalities in Multiple Instance Learning for Robust and Interpretable Survival Analysis

Min Cen, Zhenfeng Zhuang, Yuzhe Zhang, Min Zeng, Baptiste Magnier

STD-GS: Exploring Frame-Event Interaction for SpatioTemporal-Disentangled Gaussian Splatting to Reconstruct High-Dynamic Scene

Hanyu Zhou, Haonan Wang, Haoyue Liu, Yuxing Duan, Luxin Yan

MatchDiffusion: Training-free Generation of Match-Cuts

Alejandro Pardo, Fabio Pizzati, Tong Zhang, Alexander Pondaven, Philip Torr

Neural Solver of Dichromatic Reflection Model for Specular Highlight Removal

Gang Fu

Advancing Visual Large Language Model for Multi-granular Versatile Perception

Wentao Xiang, Haoxian Tan, Yujie Zhong, Cong Wei, Dengjie Li

Music-Aligned Holistic 3D Dance Generation via Hierarchical Motion Modeling

Xiaojie Li, Ronghui Li, Shukai Fang, Shuzhao Xie, Xiaoyang Guo

You Share Beliefs, I Adapt: Progressive Heterogeneous Collaborative Perception

Hao Si, Ehsan Javanmardi, Manabu Tsukada

Grouped Speculative Decoding for Autoregressive Image Generation

Junhyuk So, JunCheol Shin, Hyunho Kook, Eunhyeok Park

Planar Affine Rectification from Local Change of Scale and Orientation

Yuval Nissan, Marc Pollefeys, Daniel Barath

VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking

Zekun Qian, Ruize Han, Junhui Hou, Linqi Song, Wei Feng

RayletDF: Raylet Distance Fields for Generalizable 3D Surface Reconstruction from Point Clouds or Gaussians

Shenxing Wei, Jinxi Li, Yafei YANG, Siyuan Zhou, Bo Yang

ZipVL: Accelerating Vision-Language Models through Dynamic Token Sparsity

Yefei He, Feng Chen, Jing Liu, Wenqi Shao, Hong Zhou

On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering

Bo Peng, Jie Lu, Guangquan Zhang, Zhen Fang

FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization

Hao Mark Chen, Shell Xu Hu, Wayne Luk, Timothy Hospedales, Hongxiang Fan

DASH: Detection and Assessment of Systematic Hallucinations of VLMs

Maximilian Augustin, Yannic Neuhaus, Matthias Hein

SITE: towards Spatial Intelligence Thorough Evaluation

Wenqi Wang, Reuben Tan, Pengyue Zhu, Jianwei Yang, Zhengyuan Yang

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models

Jiacheng Ruan, Wenzhen Yuan, Xian Gao, Ye Guo, Daoxin Zhang

PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask

Jeongho Kim, Hoiyeong Jin, Sunghyun Park, Jaegul Choo

Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning

Haoran Chen, Ping Wang, Zihan Zhou, Xu Zhang, Zuxuan Wu

HyTIP: Hybrid Temporal Information Propagation for Masked Conditional Residual Video Coding

Yi-Hsin Chen, Yi-Chen Yao, Kuan-Wei Ho, Chun-Hung Wu, Huu-Tai Phung

EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment

Yufei Zhu, Yiming Zhong, Zemin Yang, Peishan Cong, Jingyi Yu

Prototype Guided Backdoor Defense via Activation Space Manipulation

Venkat Adithya Amula, Sunayana Samavedam, Saurabh Saini, Avani Gupta, P J Narayanan

Bridging the Sky and Ground: Towards View-Invariant Feature Learning for Aerial-Ground Person Re-Identification

Wajahat Khalid, Bin Liu, Xulin Li, Muhammad Waqas, Muhammad Sher Afgan

RhythmGuassian: Repurposing Generalizable Gaussian Model For Remote Physiological Measurement

Hao Lu, Yuting Zhang, Jiaqi Tang, Bowen Fu, Wenhang Ge

Physics Context Builders: A Modular Framework for Physical Reasoning in Vision-Language Models

Vahid Balazadeh, Mohammadmehdi Ataei, Hyunmin Cheong, Amir Hosein Khasahmadi, Rahul G. Krishnan

VMBench: A Benchmark for Perception-Aligned Video Motion Generation

Xinran Ling, Chen Zhu, Meiqi Wu, Hangyu Li, Xiaokun Feng

Long-term Traffic Simulation with Interleaved Autoregressive Motion and Scenario Generation

Xiuyu Yang, Shuhan Tan, Philipp Krähenbühl

BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models

Jianting Tang, Yubo Wang, Haoyu Cao, Linli Xu

PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior

Seunggwan Lee, Hwanhee Jung, Byoungsoo Koh, Qixing Huang, Sang Ho Yoon

CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval

Zelong Sun, Dong Jing, Zhiwu Lu

Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation

Shuchang Ye, Usman Naseem, Mingyuan Meng, Jinman Kim