ICCV 2025

2,701 papers

Foresight in Motion: Reinforcing Trajectory Prediction with Reward Heuristics

Muleilan Pei, Shaoshuai Shi, Xuesong Chen, Xu Liu, Shaojie Shen

Visual-RFT: Visual Reinforcement Fine-Tuning

Ziyu Liu, Zeyi Sun, Yuhang Zang, Xiaoyi Dong, Yuhang Cao

Generate, Refine, and Encode: Leveraging Synthesized Novel Samples for On-the-Fly Fine-Grained Category Discovery

Xiao Liu, Nan Pu, Haiyang Zheng, Wenjing Li, Nicu Sebe

Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation

Pengfei Ren, Jingyu Wang, Haifeng Sun, Qi Qi, Xingyu Liu

MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos

Hongyi Zhou, Yulan Guo, Xiaogang Wang, Kai Xu

Bridging 3D Anomaly Localization and Repair via High-Quality Continuous Geometric Representation

Bozhong Zheng, Jinye Gan, Xiaohao Xu, Xintao Chen, Wenqiao Li

VoluMe - Authentic 3D Video Calls from Live Gaussian Splat Prediction

Martin de La Gorce, Charlie Hewitt, Tibor Takács, Robert Gerdisch, Zafiirah Hosenie

Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition

Zefeng Qian, Xincheng Yao, Yifei Huang, Chongyang Zhang, Jiangyong Ying

MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes

Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He

RePoseD: Efficient Relative Pose Estimation With Known Depth Information

Yaqing Ding, Viktor Kocur, Václav Vávra, Zuzana Berger Haladova, Jian Yang

Feather the Throttle: Revisiting Visual Token Pruning for Vision-Language Model Acceleration

Mark Endo, Xiaohan Wang, Serena Yeung-Levy

Vivid4D: Improving 4D Reconstruction from Monocular Video by Video Inpainting

Jiaxin Huang, Sheng Miao, Bangbang Yang, Yuewen Ma, Yiyi Liao

FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning

Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi

Not All Frame Features Are Equal: Video-to-4D Generation via Decoupling Dynamic-Static Features

Liying Yang, Chen Liu, Zhenwei Zhu, Ajian Liu, Hui Ma

On the Recovery of Cameras from Fundamental Matrices

Rakshith Madhavan, Federica Arrigoni

Memory-Efficient 4-bit Preconditioned Stochastic Optimization

Jingyang Li, Kuangyu Ding, Kim-Chuan Toh, Pan Zhou

MS3D: High-Quality 3D Generation via Multi-Scale Representation Modeling

Guan Luo, Jianfeng Zhang

Advancing Text-to-3D Generation with Linearized Lookahead Variational Score Distillation

Yu Lei, Bingde Liu, Qingsong Xie, Haonan Lu, Zhijie Deng

Large Scene Generation with Cube-Absorb Discrete Diffusion

Qianjiang Hu, Wei Hu

Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation

Tianyu Zou, Shengwu Xiong, Ruilin Yao, Yi Rong

Motion-2-to-3: Leveraging 2D Motion Data for 3D Motion Generations

Ruoxi Guo, Huaijin Pi, Zehong Shen, Qing Shuai, Zechen Hu

Lightweight Gradient-Aware Upscaling of 3D Gaussian Splatting Images

Simon Niedermayr, Christoph Neuhauser, Rüdiger Westermann

LookOut: Real-World Humanoid Egocentric Navigation

Boxiao Pan, Adam W. Harley, Francis Engelmann, C. Karen Liu, Leonidas J. Guibas

MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization

Hengjia Li, Lifan Jiang, Xi Xiao, Tianyang Wang, Hongwei Yi

Bridging Diffusion Models and 3D Representations: A 3D Consistent Super-Resolution Framework

Yi-Ting Chen, Ting-Hsuan Liao, Pengsheng Guo, Alexander Schwing, Jia-Bin Huang

Scaling Laws for Native Multimodal Models

Mustafa Shukor, Enrico Fini, Victor Guilherme Turrisi da Costa, Matthieu Cord, Joshua Susskind

SpecGuard: Spectral Projection-based Advanced Invisible Watermarking

Inzamamul Alam, Md Tanvir Islam, Simon S. Woo, Khan Muhammad

StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion

Ziyu Guo, Young Yoon Lee, Joseph Liu, Yizhak Ben-Shabat, Victor Zordan

Learning to See in the Extremely Dark

Hai Jiang, Binhao Guan, Zhen Liu, Xiaohong Liu, Jian Yu

MaterialMVP: Illumination-Invariant Material Generation via Multi-view PBR Diffusion

Zebin He, Mingxin Yang, Shuhui Yang, Yixuan Tang, Tao Wang

Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP

Trevor D. Canham, SaiKiran Tedla, Michael J. Murdoch, Michael S. Brown

Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes

Huachao Zhu, Zelong Liu, Zhichao Sun, Yuda Zou, Gui-Song Xia

egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks

Björn Braun, Rayan Armani, Manuel Meier, Max Moebus, Christian Holz

BlueNeg: A 35mm Negative Film Dataset for Restoring Channel-Heterogeneous Deterioration

Hanyuan Liu, Chengze Li, Minshan Xie, Zhenni Wang, Jiawen Liang

Conditional Visual Autoregressive Modeling for Pathological Image Restoration

Ziyi Liu, Zhe Xu, Jiabo Ma, Wenqiang Li, Ruixuan Wang

Dense Policy: Bidirectional Autoregressive Learning of Actions

Yue Su, Xinyu Zhan, Hongjie Fang, Han Xue, Hao-Shu Fang

Ask and Remember: A Questions-Only Replay Strategy for Continual Visual Question Answering

Imad Eddine MAROUF, Enzo Tartaglione, Stéphane Lathuilière, Joost van de Weijer

Video Motion Graphs

Haiyang Liu, Zhan Xu, Fa-Ting Hong, Hsin-Ping Huang, Yi Zhou

Dynamic Dictionary Learning for Remote Sensing Image Segmentation

Xuechao Zou, Yue Li, Shun Zhang, Kai Li, Shiying Wang

SVG-Head: Hybrid Surface-Volumetric Gaussians for High-Fidelity Head Reconstruction and Real-Time Editing

Heyi Sun, Cong Wang, Tian-Xing Xu, Jingwei Huang, Di Kang

Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems

Shaohan Li, Hao Yang, Min Chen, Xiaolin Qin

MDD: A Dataset for Text-and-Music Conditioned Duet Dance Generation

Prerit Gupta, Jason Alexander Fotso-Puepi, Zhengyuan Li, Jay Mehta, Aniket Bera

DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing

Shengdong Han, Shangdong Yang, Yuxuan Li, Xin Zhang, Xiang Li

STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries

Tahira Shehzadi, Khurram Azeem Hashmi, Shalini Sarode, Didier Stricker, Muhammad Zeshan Afzal

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks

Hailong Guo, Bohan Zeng, Yiren Song, Wentao Zhang, Jiaming Liu

MCID: Multi-aspect Copyright Infringement Detection for Generated Images

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

Online Dense Point Tracking with Streaming Memory

Qiaole Dong, Yanwei Fu

An OpenMind for 3D Medical Vision Self-supervised Learning

Tassilo Wald, Constantin Ulrich, Jonathan Suprijadi, Sebastian Ziegler, Michal Nohel

CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor

Han Ji, Yuqi Feng, Jiahao Fan, Yanan Sun

Uncalibrated Structure from Motion on a Sphere

Jonathan Ventura, Viktor Larsson, Fredrik Kahl

A Unified Framework for Industrial Cel-Animation Colorization with Temporal-Structural Awareness

Xiaoyi Feng, Tao Huang, Peng Wang, Zizhou Huang, Zhang Haihang

Joint Asymmetric Loss for Learning with Noisy Labels

Jialiang Wang, Xianming Liu, Xiong Zhou, Gangfeng Hu, Deming Zhai

OneGT: One-Shot Geometry-Texture Neural Rendering for Head Avatars

Jinshu Chen, Bingchuan Li, Fan Zhang, Songtao Zhao, Qian He

Passing the Driving Knowledge Test

Maolin Wei, Wanzhou Liu, Eshed Ohn-Bar

Spatial-Temporal Forgery Trace based Forgery Image Identification

Yilin Wang, Zunlei Feng, Jiachi Wang, Hengrui Lou, Binjia Zhou

VolumetricSMPL: A Neural Volumetric Body Model for Efficient Interactions, Contacts, and Collisions

Marko Mihajlovic, Siwei Zhang, Gen Li, Kaifeng Zhao, Lea Muller

Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID

Zechao Hu, Zhengwei Yang, Hao Li, Zheng Wang, Yixiong Zou

VQ-SGen: A Vector Quantized Stroke Representation for Creative Sketch Generation

Jiawei Wang, Zhiming Cui, Changjian Li

Leaps and Bounds: An Improved Point Cloud Winding Number Formulation for Fast Normal Estimation and Surface Reconstruction

Chamin Hewa Koneputugodage, Dylan Campbell, Stephen Gould

PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs

Teng Zhou, Xiaoyu Zhang, Yongchuan Tang

DLF: Extreme Image Compression with Dual-generative Latent Fusion

Naifu Xue, Zhaoyang Jia, Jiahao Li, Bin Li, yuan zhang

MUNBa: Machine Unlearning via Nash Bargaining

Jing Wu, Mehrtash Harandi

Adversarial Training for Probabilistic Robustness

Yi Zhang, Yuhang Chen, Zhen Chen, Wenjie Ruan, Xiaowei Huang

Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations

Conghao Wong, Ziqian Zou, Beihao Xia

SynCity: Training-Free Generation of 3D Worlds

Paul Engstler, Aleksandar Shtedritski, Iro Laina, Christian Rupprecht, Andrea Vedaldi

Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection

Anja Delić, Matej Grcić, Siniša Šegvić

EmbodiedSplat: Personalized Real-to-Sim-to-Real Navigation with Gaussian Splats from a Mobile Device

Gunjan Chhablani, Xiaomeng Ye, Muhammad Zubair Irshad, Zsolt Kira

Membership Inference Attacks with False Discovery Rate Control

Chenxu Zhao, Wei Qian, Aobo Chen, Mengdi Huai

FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait

Taekyung Ki, Dongchan Min, Gyeongsu Chae

Feature Extraction and Representation of Pre-training Point Cloud Based on Diffusion Models

Chang Qiu, Feipeng Da, Zilei Zhang

Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints

Guanjie Chen, Xinyu Zhao, Yucheng Zhou, Xiaoye Qu, Tianlong Chen

TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models

Pooyan Rahmanzadehgervi, Hung Huy Nguyen, Rosanne Liu, Long Mai, Anh Totti Nguyen

DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation

Runze Zhang, Guoguang Du, Xiaochuan Li, Qi Jia, Liang Jin

DreamRelation: Relation-Centric Video Customization

Yujie Wei, Shiwei Zhang, Hangjie Yuan, Biao Gong, Longxiang Tang

SAM4D: Segment Anything in Camera and LiDAR Streams

Jianyun Xu, Song Wang, Ziqian Ni, Chunyong Hu, Sheng Yang

VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior

Xindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, LEI BAI

LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion

Yisu Zhang, Chenjie Cao, Chaohui Yu, Jianke Zhu

ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples

Shijie Huang, Yiren Song, Yuxuan Zhang, Hailong Guo, Xueyin Wang

Aether: Geometric-Aware Unified World Modeling

Haoyi Zhu, Yifan Wang, Jianjun Zhou, Wenzheng Chang, Yang Zhou

EA-Vit: Efficient Adaptation for Elastic Vision Transformer

Chen Zhu, Wangbo Zhao, Huiwen Zhang, Yuhao Zhou, Weidong Tang

RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model

Huiyang Hu, Peijin Wang, Hanbo Bi, Boyuan Tong, Zhaozhi Wang

MotionStreamer: Streaming Motion Generation via Diffusion-based Autoregressive Model in Causal Latent Space

Lixing Xiao, Shunlin Lu, Huaijin Pi, Ke Fan, Liang Pan

Trokens: Semantic-Aware Relational Trajectory Tokens for Few-Shot Action Recognition

Pulkit Kumar, Shuaiyi Huang, Matthew Walmer, Sai Saketh Rambhatla, Abhinav Shrivastava

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers

Yanbing Zhang, Zhe Wang, Qin Zhou, mengping yang

Two Losses, One Goal: Balancing Conflict Gradients for Semi-supervised Semantic Segmentation

Rui Sun, Huayu Mai, Wangkai Li, Yujia Chen, Yuan Wang

TRACE: Learning 3D Gaussian Physical Dynamics from Multi-view Videos

Jinxi Li, Ziyang Song, Bo Yang

CCL-LGS: Contrastive Codebook Learning for 3D Language Gaussian Splatting

Lei Tian, Xiaomin Li, Liqian Ma, Hao Yin, Zirui Zheng

Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLM

Han Wang, Yuxiang Nie, Yongjie Ye, Yanjie Wang, Shuai Li

Diffusion Curriculum: Synthetic-to-Real Data Curriculum via Image-Guided Diffusion

Yijun Liang, Shweta Bhardwaj, Tianyi Zhou

From Image to Video: An Empirical Study of Diffusion Representations

Pedro Vélez, Luisa F. Polanía, Yi Yang, Chuhan Zhang, Rishabh Kabra

Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown

Bowen Wang, Zhouqiang Jiang, Yasuaki Susumu, Shotaro Miwa, Tianwei Chen

Embodied Navigation with Auxiliary Task of Action Description Prediction

Haru Kondoh, Asako Kanezaki

Neural Inverse Rendering for High-Accuracy 3D Measurement of Moving Objects with Fewer Phase-Shifting Patterns

Yuki Urakawa, Yoshihiro Watanabe

Latent Swap Joint Diffusion for 2D Long-Form Latent Generation

Yusheng Dai, Chenxi Wang, Chang Li, Chen Wang, Kewei Li

GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography

Mengchen Zhang, Tong Wu, Jing Tan, Ziwei Liu, Gordon Wetzstein

2HandedAfforder: Learning Precise Actionable Bimanual Affordances from Human Videos

Marvin Heidinger, Snehal Jauhri, Vignesh Prasad, Georgia Chalvatzaki

VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting

Hao Chen, Han Tao, Guo Song, Jie Zhang, Yonghan Dong

MMOne: Representing Multiple Modalities in One Scene

Zhifeng Gu, Bing Wang

CompleteMe: Reference-based Human Image Completion

Yu-Ju Tsai, Brian Price, Qing Liu, Luis Figueroa, Daniil Pakhomov

Find Any Part in 3D

Ziqi Ma, Yisong Yue, Georgia Gkioxari