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ICCV 2025

2,701 papers

Factorized Learning for Temporally Grounded Video-Language Models

Wenzheng Zeng, Difei Gao, Mike Zheng Shou, Hwee Tou Ng

RA-BUSSeg: Relation-aware Semi-supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-layer Alignment

Wanting Zhang, Zhenhui Ding, Guilian Chen, Huisi Wu, Jing Qin

VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning

Jinglei Zhang, Yuanfan Guo, Rolandos Alexandros Potamias, Jiankang Deng, Hang Xu

Hierarchical Variational Test-Time Prompt Generation for Zero-Shot Generalization

Zhaoyang Wu, Fang Liu, Licheng Jiao, Shuo Li, Lingling Li

Amodal Depth Anything: Amodal Depth Estimation in the Wild

Zhenyu Li, Mykola Lavreniuk, Jian Shi, Shariq Farooq Bhat, Peter Wonka

Online Language Splatting

Saimouli Katragadda, Cho-Ying Wu, Yuliang Guo, Xinyu Huang, Guoquan Huang

World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model

Yupeng Zheng, Pengxuan Yang, Zebin Xing, Qichao Zhang, Yuhang Zheng

Disentangling Instance and Scene Contexts for 3D Semantic Scene Completion

Enyu Liu, En Yu, Sijia Chen, Wenbing Tao

Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold

Jaeho Shin, Hyeonjae Gil, Junwoo Jang, Maani Ghaffari, Ayoung Kim

Online Generic Event Boundary Detection

Hyungrok Jung, Daneul Kim, Seunggyun Lim, Jeany Son, Jonghyun Choi

FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning

Hang Guo, Yawei Li, Taolin Zhang, Jiangshan Wang, Tao Dai

PASG: A Closed-Loop Framework for Automated Geometric Primitive Extraction and Semantic Anchoring in Robotic Manipulation

Zhihao Zhu, Yifan Zheng, Siyu Pan, Yaohui Jin, Yao Mu

GUAVA: Generalizable Upper Body 3D Gaussian Avatar

Dongbin Zhang, Yunfei Liu, Lijian Lin, Ye Zhu, Yang Li

Salvaging the Overlooked: Leveraging Class-Aware Contrastive Learning for Multi-Class Anomaly Detection

Lei Fan, Junjie Huang, Donglin Di, Anyang Su, Tianyou Song

Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation

Phillip Y. Lee, Jihyeon Je, Chanho Park, Mikaela Angelina Uy, Leonidas Guibas

CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation

Leon Sick, Dominik Engel, Sebastian Hartwig, Pedro Hermosilla, Timo Ropinski

BokehDiff: Neural Lens Blur with One-Step Diffusion

Chengxuan Zhu, Qingnan Fan, Qi Zhang, Jinwei Chen, Huaqi Zhang

FedVLA: Federated Vision-Language-Action Learning with Dual Gating Mixture-of-Experts for Robotic Manipulation

Cui Miao, Tao Chang, Meihan Wu, Hongbin Xu, Chun Li

Backdoor Defense via Enhanced Splitting and Trap Isolation

Hongrui Yu, Lu Qi, Wanyu Lin, Jian Chen, Hailong Sun

Representing 3D Shapes with 64 Latent Vectors for 3D Diffusion Models

In Cho, Youngbeom Yoo, Subin Jeon, Seon Joo Kim

From Gallery to Wrist: Realistic 3D Bracelet Insertion in Videos

Chenjian Gao, Lihe Ding, Rui Han, Zhanpeng Huang, Zibin Wang

Shape of Motion: 4D Reconstruction from a Single Video

Qianqian Wang, Vickie Ye, Hang Gao, Weijia Zeng, Jake Austin

UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction

Jin Cao, Hongrui Wu, Ziyong Feng, Hujun Bao, Xiaowei Zhou

Text Embedding Knows How to Quantize Text-Guided Diffusion Models

Hongjae Lee, Myungjun Son, Dongjea Kang, Seung-Won Jung

RI3D: Few-Shot Gaussian Splatting With Repair and Inpainting Diffusion Priors

Avinash Paliwal, Xilong Zhou, Wei Ye, Jinhui Xiong, Rakesh Ranjan

CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving

Rui Song, Chenwei Liang, Yan Xia, Walter Zimmer, Hu Cao

Emulating Self-attention with Convolution for Efficient Image Super-Resolution

Dongheon Lee, Seokju Yun, Youngmin Ro

Extrapolated Urban View Synthesis Benchmark

Xiangyu Han, Zhen Jia, Boyi Li, Yan Wang, Boris Ivanovic

SMGDiff: Soccer Motion Generation using Diffusion Probabilistic Models

Hongdi Yang, Chengyang Li, Zhenxuan Wu, Gaozheng Li, Jingya Wang

Versatile Transition Generation with Image-to-Video Diffusion

Zuhao Yang, Jiahui Zhang, Yingchen Yu, Shijian Lu, Song Bai

Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding

Nuoye Xiong, Anqi Dong, Ning Wang, Cong Hua, Guangming Zhu

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization

Jiale Cheng, Ruiliang Lyu, Xiaotao Gu, Xiao Liu, Jiazheng Xu

From Imitation to Innovation: The Emergence of AI's Unique Artistic Styles and the Challenge of Copyright Protection

Zexi Jia, Chuanwei Huang, Yeshuang Zhu, Hongyan Fei, Ying Deng

DMesh++: An Efficient Differentiable Mesh for Complex Shapes

Sanghyun Son, Matheus Gadelha, Yang Zhou, Matthew Fisher, Zexiang Xu

Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code

Sitong Wu, Haoru Tan, Yukang Chen, Shaofeng Zhang, Jingyao Li

Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning

Hualong Ke, Jiangming Shi, Yachao Zhang, Fangyong Wang, Yuan Xie

VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation

Shoubin Yu, Difan Liu, Ziqiao Ma, Yicong Hong, Yang Zhou

Rethinking Multi-modal Object Detection from the Perspective of Mono-Modality Feature Learning

Tianyi Zhao, Boyang Liu, Yanglei Gao, Yiming Sun, Maoxun Yuan

Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration

Sitao Zhang, Hongda Mao, Qingshuang Chen, Yelin Kim

Streaming VideoLLMs for Real-Time Procedural Video Understanding

Dibyadip Chatterjee, Edoardo Remelli, Yale Song, Bugra Tekin, Abhay Mittal

OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography

Caoshuo Li, Zengmao Ding, Xiaobin Hu, Bang Li, Donghao Luo

Exploring Weather-aware Aggregation and Adaptation for Semantic Segmentation under Adverse Conditions

Yuwen Pan, Rui Sun, Wangkai Li, Tianzhu Zhang

Mixed Signals: A Diverse Point Cloud Dataset for Heterogeneous LiDAR V2X Collaboration

Katie Z Luo, Minh-Quan Dao, Zhenzhen Liu, Mark Campbell, Wei-Lun Chao

IRGPT: Understanding Real-world Infrared Image with Bi-cross-modal Curriculum on Large-scale Benchmark

Zhe Cao, Jin Zhang, Ruiheng Zhang

Dataset Distillation via the Wasserstein Metric

Haoyang Liu, Yijiang Li, Tiancheng Xing, Peiran Wang, Vibhu Dalal

Long-Context State-Space Video World Models

Ryan Po, Yotam Nitzan, Richard Zhang, Berlin Chen, Tri Dao

LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding

Amirhossein Kazerouni, Soroush Mehraban, Michael Brudno, Babak Taati

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing

Langyu Wang, Bingke Zhu, Yingying Chen, Yiyuan Zhang, Ming Tang

Cycle-Consistent Learning for Joint Layout-to-Image Generation and Object Detection

Xinhao Cai, Qiuxia LAI, Gensheng Pei, Xiangbo Shu, Yazhou Yao

Efficient Autoregressive Shape Generation via Octree-Based Adaptive Tokenization

Kangle Deng, Hsueh-Ti Derek Liu, Yiheng Zhu, Xiaoxia Sun, Chong Shang

Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection

Dat Nguyen, Marcella Astrid, Anis Kacem, Enjie Ghorbel, Djamila Aouada

Zero-shot Inexact CAD Model Alignment from a Single Image

Pattaramanee Arsomngern, Sasikarn Khwanmuang, Matthias Nießner, Supasorn Suwajanakorn

Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective

Hoang Phan, Lam Tran, Quyen Tran, Ngoc Tran, Tuan Truong

Sequential Gaussian Avatars with Hierarchical Motion Context

Wangze Xu, Yifan Zhan, Zhihang Zhong, Xiao Sun

Progressive Test Time Energy Adaptation for Medical Image Segmentation

Xiaoran Zhang, Byung-Woo Hong, Hyoungseob Park, Daniel H. Pak, Anne-Marie Rickmann

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios

Chunxiao Li, Xiaoxiao Wang, Meiling Li, Boming Miao, peng sun

HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models

Zhixiang Wei, Guangting Wang, Xiaoxiao Ma, Ke Mei, Huaian Chen

CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation

Haoxuan Wang, Zhenghao Zhao, Junyi Wu, Yuzhang Shang, Gaowen Liu

Addressing Text Embedding Leakage in Diffusion-based Image Editing

Sunung Mun, Jinhwan Nam, Sunghyun Cho, Jungseul Ok

Easi3R: Estimating Disentangled Motion from DUSt3R Without Training

Xingyu Chen, Yue Chen, Yuliang Xiu, Andreas Geiger, Anpei Chen

UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer

Haoxuan Wang, Jinlong Peng, Qingdong He, Hao Yang, Ying Jin

ResidualViT for Efficient Temporally Dense Video Encoding

Mattia Soldan, Fabian Caba Heilbron, Bernard Ghanem, Josef Sivic, Bryan Russell

MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing

Haoxuan Li, Ziya Erkoç, Lei Li, Daniele Sirigatti, Vladislav Rosov

EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-based Vision

Dmitrii Torbunov, Yihui Ren, Animesh Ghose, Odera Dim, Yonggang Cui

AAA-Gaussians: Anti-Aliased and Artifact-Free 3D Gaussian Rendering

Michael Steiner, Thomas Köhler, Lukas Radl, Felix Windisch, Dieter Schmalstieg

Region-based Cluster Discrimination for Visual Representation Learning

Yin Xie, Kaicheng Yang, Xiang An, Kun Wu, Yongle Zhao

Gaussian Splatting with Discretized SDF for Relightable Assets

Zuo-Liang Zhu, Jian Yang, Beibei Wang

TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation

Zonglin Lyu, Chen Chen

Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning

Zedong Wang, Siyuan Li, Dan Xu

Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution

Hongjun Wang, Jiyuan Chen, Zhengwei Yin, Xuan Song, Yinqiang Zheng

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang

D-Attn: Decomposed Attention for Large Vision-and-Language Model

Chia-Wen Kuo, Sijie Zhu, Fan Chen, Xiaohui Shen, Longyin Wen

SweetTok: Semantic-Aware Spatial-Temporal Tokenizer for Compact Video Discretization

Zhentao Tan, Ben Xue, Jian Jia, Junhao Wang, Wencai Ye

Unleashing the Temporal Potential of Stereo Event Cameras for Continuous-Time 3D Object Detection

Jae-Young Kang, Hoonhee Cho, Kuk-Jin Yoon

Hierarchical Material Recognition from Local Appearance

Matthew Beveridge, Shree K. Nayar

SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering

Byeongjun Park, Hyojun Go, Hyelin Nam, Byung-Hoon Kim, Hyungjin Chung

PHD: Personalized 3D Human Body Fitting with Point Diffusion

Hsuan-I Ho, Chen Guo, Po-Chen Wu, Ivan Shugurov, Chengcheng Tang

4D Gaussian Splatting SLAM

Yanyan Li, Youxu Fang, Zunjie Zhu, Kunyi Li, Yong Ding

OMNI-DC: Highly Robust Depth Completion with Multiresolution Depth Integration

Yiming Zuo, Willow Yang, Zeyu Ma, Jia Deng

SAS: Segment Any 3D Scene with Integrated 2D Priors

Zhuoyuan Li, Jiahao Lu, Jiacheng Deng, Hanzhi Chang, Lifan Wu

TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation

Yinda Chen, Haoyuan Shi, Xiaoyu Liu, Te Shi, Ruobing Zhang

FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion

Haonan Qiu, Shiwei Zhang, Yujie Wei, Ruihang Chu, Hangjie Yuan

GS-ID: Illumination Decomposition on Gaussian Splatting via Adaptive Light Aggregation and Diffusion-Guided Material Priors

Kang Du, Zhihao Liang, Yulin Shen, Zeyu Wang

One-Shot Knowledge Transfer for Scalable Person Re-Identification

Longhua Li, Lei Qi, Xin Geng

DrivingGPT: Unifying Driving World Modeling and Planning with Multi-modal Autoregressive Transformers

Yuntao Chen, Yuqi Wang, Zhaoxiang Zhang

TikZero: Zero-Shot Text-Guided Graphics Program Synthesis

Jonas Belouadi, Eddy Ilg, Margret Keuper, Hideki Tanaka, Masao Utiyama

TrustMark: Robust Watermarking and Watermark Removal for Arbitrary Resolution Images

Tu Bui, Shruti Agarwal, John Collomosse

SliderSpace: Decomposing the Visual Capabilities of Diffusion Models

Rohit Gandikota, Zongze Wu, Richard Zhang, David Bau, Eli Shechtman

From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations

Anthony Bisulco, Rahul Ramesh, Randall Balestriero, Pratik Chaudhari

SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting

Shuaiting Li, Juncan Deng, Chengxuan Wang, Kedong Xu, Rongtao Deng

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning

Wenxuan Bao, Ruxi Deng, Ruizhong Qiu, Tianxin Wei, Hanghang Tong

Completing 3D Partial Assemblies with View-Consistent 2D-3D Correspondence

Weihao Wang, Yu Lan, Mingyu You, Bin He

AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference

Kai Huang, Hao Zou, Bochen Wang, Ye Xi, Zhen Xie

PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models

Runze He, Bo Cheng, Yuhang Ma, Qingxiang Jia, Shanyuan Liu

InfGen: A Resolution-Agnostic Paradigm for Scalable Image Synthesis

Tao Han, Wanghan Xu, Junchao Gong, Xiaoyu Yue, Song Guo

ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation

Qizhen Lan, Qing Tian

OmniVTON: Training-Free Universal Virtual Try-On

Zhaotong Yang, Yuhui Li, Shengfeng He, Xinzhe Li, Yangyang Xu

DM-EFS: Dynamically Multiplexed Expanded Features Set Form for Robust and Efficient Small Object Detection

Aashish Sharma

NegRefine: Refining Negative Label-Based Zero-Shot OOD Detection

Amirhossein Ansari, Ke Wang, Pulei Xiong

NuiScene: Exploring Efficient Generation of Unbounded Outdoor Scenes

Han-Hung Lee, Qinghong Han, Angel X. Chang