ICCV 2025

2,701 papers

FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction

Donghyun Lee, Dawoon Jeong, Jae W. Lee, Hongil Yoon

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability

Zhenghao He, Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

LLaFEA: Frame-Event Complementary Fusion for Fine-Grained Spatiotemporal Understanding in LMMs

Hanyu Zhou, Gim Hee Lee

GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling

Pinxin Liu, Luchuan Song, Junhua Huang, Haiyang Liu, Chenliang Xu

Uncertainty-Aware Diffusion-Guided Refinement of 3D Scenes

Sarosij Bose, Arindam Dutta, Sayak Nag, Junge Zhang, Jiachen Li

QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation

Jiahui Yang, Yongjia Ma, Donglin Di, Jianxun Cui, Hao Li

Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning

Junming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai

Scalable Ranked Preference Optimization for Text-to-Image Generation

Shyamgopal Karthik, Huseyin Coskun, Zeynep Akata, Sergey Tulyakov, Jian Ren

CogCM: Cognition-Inspired Contextual Modeling for Audio-Visual Speech Enhancement

Feixiang Wang, Shuang Yang, Shiguang Shan, Xilin Chen

CaliMatch: Adaptive Calibration for Improving Safe Semi-supervised Learning

Jinsoo Bae, Seoung Bum Kim, Hyungrok Do

UniMLVG: Unified Framework for Multi-view Long Video Generation with Comprehensive Control Capabilities for Autonomous Driving

Rui Chen, Zehuan Wu, Yichen Liu, Yuxin Guo, Jingcheng Ni

GLEAM: Enhanced Transferable Adversarial Attacks for Vision-Language Pre-training Models via Global-Local Transformations

Yunqi Liu, Xue Ouyang, Xiaohui Cui

Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids

Jiancheng Zhao, Yifan Zhan, Qingtian Zhu, Mingze Ma, Muyao Niu

Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy

Zhi Hou, Tianyi Zhang, Yuwen Xiong, Haonan Duan, Hengjun Pu

Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets

Dale Decatur, Thibault Groueix, Wang Yifan, Rana Hanocka, Vladimir Kim

SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets

Yuhang Yang, Fengqi Liu, Yixing Lu, Qin Zhao, Pingyu Wu

MonoFusion: Sparse-View 4D Reconstruction via Monocular Fusion

Zihan Wang, Jeff Tan, Tarasha Khurana, Neehar Peri, Deva Ramanan

GaussianSpeech: Audio-Driven Personalized 3D Gaussian Avatars

Shivangi Aneja, Artem Sevastopolsky, Tobias Kirschstein, Justus Thies, Angela Dai

Hybrid-grained Feature Aggregation with Coarse-to-fine Language Guidance for Self-supervised Monocular Depth Estimation

Wenyao Zhang, Hongsi Liu, Bohan Li, Jiawei He, Zekun Qi

Cross-modal Ship Re-Identification via Optical and SAR Imagery: A Novel Dataset and Method

Han Wang, Shengyang Li, Jian Yang, YuXuan Liu, Yixuan Lv

Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation

Jungeun Kim, Hyeongwoo Jeon, Jongseong Bae, Ha Young Kim

LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs

Jiarui Wang, Huiyu Duan, Yu Zhao, Juntong Wang, Guangtao Zhai

SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies

Liang Han, Xu Zhang, Haichuan Song, Kanle Shi, Yu-Shen Liu

Removing Cost Volumes from Optical Flow Estimators

Simon Kiefhaber, Stefan Roth, Simone Schaub-Meyer

MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy

Wuyang Li, Wentao Pan, Xiaoyuan Liu, Zhendong Luo, Chenxin Li

FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors

Yabo Zhang, Xinpeng Zhou, Yihan Zeng, Hang Xu, Hui Li

Scaling and Taming Adversarial Training with Synthetic Data

Juntao Wu, Xianting Huang, Yu Chen, Shuai Pang, Ke Wang

Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning

Gaurav Patel, Qiang Qiu

Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening

Zihan Cao, Yu Zhong, Liang-Jian Deng

Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning

Zongyao Xue, Meina Kan, Shiguang Shan, Xilin Chen

EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks

Athinoulla Konstantinou, Georgios Leontidis, Mamatha Thota, Aiden Durrant

QuickSplat: Fast 3D Surface Reconstruction via Learned Gaussian Initialization

Yueh-Cheng Liu, Lukas Höllein, Matthias Nießner, Angela Dai

Precise Action-to-Video Generation Through Visual Action Prompts

Yuang Wang, Chao Wen, Haoyu Guo, Sida Peng, Minghan Qin

Kestrel: 3D Multimodal LLM for Part-Aware Grounded Description

Mahmoud Ahmed, Junjie Fei, Jian Ding, Eslam Mohamed Bakr, Mohamed Elhoseiny

ProbMED: A Probabilistic Framework for Medical Multimodal Binding

Yuan Gao, Sangwook Kim, Jianzhong You, Chris McIntosh

Pretend Benign: A Stealthy Adversarial Attack by Exploiting Vulnerabilities in Cooperative Perception

Hongwei Lin, Dongyu Pan, Qiming Xia, Hai Wu, Cheng Wang

Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution

Du Chen, Liyi Chen, Zhengqiang Zhang, Lei Zhang

Morph: A Motion-free Physics Optimization Framework for Human Motion Generation

Zhuo Li, Mingshuang Luo, Ruibing Hou, Xin Zhao, Hao Liu

Inverse Image-Based Rendering for Light Field Generation from Single Images

Hyunjun Jung, Hae-Gon Jeon

ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models

Zifu Wan, Ce Zhang, Silong Yong, Martin Q. Ma, Simon Stepputtis

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee

SpatialCrafter: Unleashing the Imagination of Video Diffusion Models for Scene Reconstruction from Limited Observations

Songchun Zhang, Huiyao Xu, Sitong Guo, Zhongwei Xie, Hujun Bao

InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction

Yuhui Wu, Liyi Chen, Ruibin Li, Shihao Wang, Chenxi Xie

Scalable Image Tokenization with Index Backpropagation Quantization

Fengyuan Shi, Zhuoyan Luo, Yixiao Ge, Yujiu Yang, Ying Shan

LVBench: An Extreme Long Video Understanding Benchmark

Weihan Wang, Zehai He, Wenyi Hong, Yean Cheng, Xiaohan Zhang

Superpowering Open-Vocabulary Object Detectors for X-ray Vision

Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu, Feng Xue, Daniel Cores

EMatch: A Unified Framework for Event-based Optical Flow and Stereo Matching

Pengjie Zhang, Lin Zhu, Xiao Wang, Lizhi Wang, Hua Huang

LoftUp: Learning a Coordinate-Based Feature Upsampler for Vision Foundation Models

Haiwen Huang, Anpei Chen, Volodymyr Havrylov, Andreas Geiger, Dan Zhang

Harnessing Input-Adaptive Inference for Efficient VLN

Dongwoo Kang, Akhil Perincherry, Zachary Coalson, Aiden Gabriel, Stefan Lee

MOSCATO: Predicting Multiple Object State Change Through Actions

Parnian Zameni, Yuhan Shen, Ehsan Elhamifar

Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation

Xu Chen, Yang Li, Yahong Han, Guangquan Xu, Jialie Shen

UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments

Dayong Su, Yafei Zhang, Huafeng Li, Jinxing Li, Yu Liu

Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection

Romain Thoreau, Valerio Marsocci, Dawa Derksen

Improving Noise Efficiency in Privacy-preserving Dataset Distillation

Runkai Zheng, Vishnu Asutosh Dasu, Yinong Oliver Wang, Haohan Wang, Fernando De la Torre

Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models

Jianwei Fei, Yunshu Dai, Peipeng Yu, Zhe Kong, Jiantao Zhou

AutoOcc: Automatic Open-Ended Semantic Occupancy Annotation via Vision-Language Guided Gaussian Splatting

Xiaoyu Zhou, Jingqi Wang, Yongtao Wang, Yufei Wei, Nan Dong

Boosting Adversarial Transferability via Negative Hessian Trace Regularization

Yunfei Long, Zilin Tian, Liguo Zhang, Huosheng Xu

A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets

Zexi Jia, Chuanwei Huang, Hongyan Fei, Yeshuang Zhu, Zhiqiang Yuan

Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation

Yihong Cao, Jiaming Zhang, Xu Zheng, Hao Shi, Kunyu Peng

Sparse Fine-Tuning of Transformers for Generative Tasks

Wei Chen, Jingxi Yu, Zichen Miao, Qiang Qiu

ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation

Xiwei Xuan, Ziquan Deng, Kwan-Liu Ma

ReAL-AD: Towards Human-Like Reasoning in End-to-End Autonomous Driving

Yuhang Lu, Jiadong Tu, Yuexin Ma, Xinge ZHU

FiVE-Bench: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models

Minghan Li, Chenxi Xie, Yichen WU, Lei Zhang, Mengyu Wang

TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction

Zewei Zhou, Seth Z. Zhao, Tianhui Cai, Zhiyu Huang, Bolei Zhou

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs

Jiawei Mao, Yuhan Wang, Yucheng Tang, Daguang Xu, Kang Wang

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion

Massimiliano Viola, Kevin Qu, Nando Metzger, Bingxin Ke, Alexander Becker

GECO: Geometrically Consistent Embedding with Lightspeed Inference

Regine Hartwig, Dominik Muhle, Riccardo Marin, Daniel Cremers

Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generation

Sucheng Ren, Qihang Yu, Ju He, Xiaohui Shen, Alan Yuille

ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models

Hyun Jun Yook, Ga San Jhun, Jae Hyun Cho, Min Jeon, Donghyun Kim

Parametric Shadow Control for Portrait Generation in Text-to-Image Diffusion Models

Haoming Cai, Tsung-Wei Huang, Shiv Gehlot, Brandon Y. Feng, Sachin Shah

SC-Lane: Slope-aware and Consistent Road Height Estimation Framework for 3D Lane Detection

Chaesong Park, Eunbin Seo, Jihyeon Hwang, Jongwoo Lim

VRM: Knowledge Distillation via Virtual Relation Matching

Weijia Zhang, Fei Xie, Weidong Cai, Chao Ma

SDFit: 3D Object Pose and Shape by Fitting a Morphable SDF to a Single Image

Dimitrije Antić, Georgios Paschalidis, Shashank Tripathi, Theo Gevers, Sai Kumar Dwivedi

BillBoard Splatting (BBSplat): Learnable Textured Primitives for Novel View Synthesis

David Svitov, Pietro Morerio, Lourdes Agapito, Alessio Del Bue

Super Resolved Imaging with Adaptive Optics

Robin Swanson, Esther Y. H. Lin, Masen Lamb, Suresh Sivanandam, Kiriakos N. Kutulakos

Training-free and Adaptive Sparse Attention for Efficient Long Video Generation

Yifei Xia, Suhan Ling, Fangcheng Fu, Yujie Wang, Huixia Li

How To Make Your Cell Tracker Say "I dunno!"

Richard D. Paul, Johannes Seiffarth, David Rügamer, Katharina Nöh, Hanno Scharr

Tile-wise vs. Image-wise: Random-Tile Loss and Training Paradigm for Gaussian Splatting

Xiaoyu Zhang, Weihong Pan, Xiaojun Xiang, Hongjia Zhai, Liyang Zhou

Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic Segmentation

Fan Li, Xuanbin Wang, Xuan Wang, Zhaoxiang Zhang, Yuelei Xu

SEGS-SLAM: Structure-enhanced 3D Gaussian Splatting SLAM with Appearance Embedding

Tianci Wen, Zhiang Liu, Yongchun Fang

MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning

Ylli Sadikaj, Hongkuan Zhou, Lavdim Halilaj, Stefan Schmid, Steffen Staab

Learning Beyond Still Frames: Scaling Vision-Language Models with Video

Yiyuan Zhang, Handong Li, Jing Liu, Xiangyu Yue

Flexi-FSCIL: Adaptive Knowledge Retention for Breaking the Stability-Plasticity Dilemma in Few-Shot Class-Incremental Learning

Wufei Xie, Yalin Wang, Chenliang Liu, Zhaohui Jiang, Xue Yang

TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging

Zepeng Su, Zhulin Liu, Zongyan Zhang, Tong Zhang, C.L.Philip Chen

Adding Additional Control to One-Step Diffusion with Joint Distribution Matching

Yihong Luo, Tianyang Hu, Yifan Song, Jiacheng Sun, Zhenguo Li

ROAR: Reducing Inversion Error in Generative Image Watermarking

Hanyi Wang, Han Fang, Shi-Lin Wang, Ee-Chien Chang

AgroBench: Vision-Language Model Benchmark in Agriculture

Risa Shinoda, Nakamasa Inoue, Hirokatsu Kataoka, Masaki Onishi, Yoshitaka Ushiku

An Inversion-based Measure of Memorization for Diffusion Models

Zhe Ma, Qingming Li, Xuhong Zhang, Tianyu Du, Ruixiao Lin

Differentiable Room Acoustic Rendering with Multi-View Vision Priors

Derong Jin, Ruohan Gao

Beyond Perspective: Neural 360-Degree Video Compression

Andy Regensky, Marc Windsheimer, Fabian Brand, André Kaup

Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity

Shouwen Wang, Qian Wan, Junbin Gao, Zhigang Zeng

Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation

Luca Barsellotti, Lorenzo Bianchi, Nicola Messina, Fabio Carrara, Marcella Cornia

LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild

Jiaying Ying, Heming Du, Kaihao Zhang, Lincheng Li, Xin Yu

Boosting Adversarial Transferability via Residual Perturbation Attack

Jinjia Peng, Zeze Tao, Huibing Wang, Meng Wang, Yang Wang

Seam360GS: Seamless 360deg Gaussian Splatting from Real-World Omnidirectional Images

Changha Shin, Woong Oh Cho, Seon Joo Kim

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs

Xinyu Fang, Zhijian Chen, Kai Lan, Lixin Ma, Shengyuan Ding

Continual Personalization for Diffusion Models

Yu-Chien Liao, Jr-Jen Chen, Chi-Pin Huang, Ci-Siang Lin, Meng-Lin Wu

INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance

Chenwei Lin, Hanjia Lyu, Xian Xu, Jiebo Luo

Exploring The Visual Feature Space for Multimodal Neural Decoding

Weihao Xia, Cengiz Oztireli

Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation

Ziyu Zhu, Xilin Wang, Yixuan Li, Zhuofan Zhang, Xiaojian Ma