ICCV 2025

2,701 papers

ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning

Jongseo Lee, Kyungho Bae, Kyle Min, Gyeong-Moon Park, Jinwoo Choi

HUG: Hierarchical Urban Gaussian Splatting with Block-Based Reconstruction for Large-Scale Aerial Scenes

Mai Su, Zhongtao Wang, Huishan Au, Yilong Li, Xizhe Cao

Scaling Language-Free Visual Representation Learning

David Fan, Shengbang Tong, Jiachen Zhu, Koustuv Sinha, Zhuang Liu

Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics

Taowen Wang, Cheng Han, James Liang, Wenhao Yang, Dongfang Liu

Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining

Qi Fan, Kaiqi Liu, Nian Liu, Hisham Cholakkal, Rao Muhammad Anwer

GARF: Learning Generalizable 3D Reassembly for Real-World Fractures

Sihang Li, Zeyu Jiang, Grace Chen, Chenyang Xu, Siqi Tan

LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance

Zhang Li, Biao Yang, Qiang Liu, Shuo Zhang, Zhiyin Ma

Overcoming Dual Drift for Continual Long-Tailed Visual Question Answering

Feifei Zhang, Zhihao Wang, Xi Zhang, Changsheng Xu

OpenSubstance: A High-quality Measured Dataset of Multi-View and -Lighting Images and Shapes

Fan Pei, Jinchen Bai, Xiang Feng, Zoubin Bi, Kun Zhou

MUSE: Multi-Subject Unified Synthesis via Explicit Layout Semantic Expansion

Fei Peng, Junqiang Wu, Yan Li, Tingting Gao, Di Zhang

MixA: A Mixed Attention approach with Stable Lightweight Linear Attention to enhance Efficiency of Vision Transformers at the Edge

Sabbir Ahmed, Jingtao Li, Weiming Zhuang, Chen Chen, Lingjuan Lyu

V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video

Jianqi Chen, Biao Zhang, Xiangjun Tang, Peter Wonka

DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space

Junyu Chen, Dongyun Zou, Wenkun He, Junsong Chen, Enze Xie

ReTracker: Exploring Image Matching for Robust Online Any Point Tracking

Dongli Tan, Xingyi He, Sida Peng, Yiqing Gong, Xing Zhu

An Information-Theoretic Regularizer for Lossy Neural Image Compression

Yingwen Zhang, Meng Wang, Xihua Sheng, Peilin Chen, Junru Li

HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly

Chang Liu, Yunfan Ye, Fan Zhang, Qingyang Zhou, Yuchuan Luo

Unlearning the Noisy Correspondence Makes CLIP More Robust

Haochen Han, Alex Jinpeng Wang, Peijun Ye, Fangming Liu

Long-LRM: Long-sequence Large Reconstruction Model for Wide-coverage Gaussian Splats

Chen Ziwen, Hao Tan, Kai Zhang, Sai Bi, Fujun Luan

Perspective-Invariant 3D Object Detection

Ao Liang, Lingdong Kong, Dongyue Lu, Youquan Liu, Jian Fang

TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning

Yibing Wei, Samuel Church, Victor Suciu, Jinhong Lin, Cheng-En Wu

DAA*: Deep Angular A Star for Image-based Path Planning

Zhiwei Xu

Long-Tailed Classification with Multi-Granularity Semantics

Yuting Liu, Liu Yang, Yu Wang

GroundFlow: A Plug-in Module for Temporal Reasoning on 3D Point Cloud Sequential Grounding

Zijun Lin, Shuting He, Cheston Tan, Bihan Wen

Dual-Process Image Generation

Grace Luo, Jonathan Granskog, Aleksander Holynski, Trevor Darrell

RoboTron-Drive: All-in-One Large Multimodal Model for Autonomous Driving

Zhijian Huang, Chengjian Feng, Feng Yan, Baihui Xiao, Zequn Jie

Flash-VStream: Efficient Real-Time Understanding for Long Video Streams

Haoji Zhang, Yiqin Wang, Yansong Tang, Yong Liu, Jiashi Feng

Hypergraph Clustering Network with Partial Attribute Imputation

Qianqian Wang, Bowen Zhao, Zhengming Ding, Wei Feng, Quanxue Gao

IntrinsicControlNet: Cross-distribution Image Generation with Real and Unreal

Jiayuan Lu, Rengan Xie, Zixuan Xie, Zhizhen Wu, Dianbing Xi

Text-IRSTD: Leveraging Semantic Text to Promote Infrared Small Target Detection in Complex Scenes

Feng Huang, Shuyuan Zheng, Zhaobing Qiu, Huanxian Liu, Huanxin Bai

Hierarchical Divide-and-Conquer Grouping for Classification Adaptation of Pre-Trained Models

Ziqian Lu, yunlong yu, Qinyue Tong, Jun Liu

TRNAS: A Training-Free Robust Neural Architecture Search

Yeming Yang, Qingling Zhu, Jianping Luo, Ka-Chun Wong, Qiuzhen Lin

FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection

Brian K.S. Isaac-Medina, Mauricio Che, Yona Falinie A. Gaus, Samet Akcay, Toby P. Breckon

Bayesian-Inspired Space-Time Superpixels

Kent Gauen, Stanley Chan

RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning

Chengyu Zheng, Jin Huang, Honghua Chen, Mingqiang Wei

ARIG: Autoregressive Interactive Head Generation for Real-time Conversations

Ying Guo, Xi Liu, Cheng Zhen, Pengfei Yan, Xiaoming Wei

PRVQL: Progressive Knowledge-guided Refinement for Robust Egocentric Visual Query Localization

Bing Fan, Yunhe Feng, Yapeng Tian, James Chenhao Liang, Yuewei Lin

Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition

Yandan Wang, Chenqi Guo, Yinglong Ma, Jiangyan Chen, Yuan Gao

ViLLa: Video Reasoning Segmentation with Large Language Model

Rongkun Zheng, Lu Qi, Xi Chen, Yi Wang, Kun Wang

SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection for SLAM

Yannick Burkhardt, Simon Schaefer, Stefan Leutenegger

BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment

Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu

Video Individual Counting for Moving Drones

Yaowu Fan, Jia Wan, Tao Han, Antoni B. Chan, Andy J. Ma

Dynamic-DINO: Fine-Grained Mixture of Experts Tuning for Real-time Open-Vocabulary Object Detection

Yehao Lu, Minghe Weng, Zekang Xiao, Rui Jiang, Wei Su

Balanced Sharpness-Aware Minimization for Imbalanced Regression

Yahao Liu, Qin Wang, Lixin Duan, Wen Li

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution

Zheng-Peng Duan, Jiawei Zhang, Xin Jin, Ziheng Zhang, Zheng Xiong

AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm

Xinyue Li, Zhangkai Ni, Wenhan Yang

Dynamic Multi-Layer Null Space Projection for Vision-Language Continual Learning

Borui Kang, Lei Wang, Zhiping Wu, Tao Feng, Yawen Li

SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion

Zhengkang Xiang, Zizhao Li, Amir Khodabandeh, Kourosh Khoshelham

ForeSight: Multi-View Streaming Joint Object Detection and Trajectory Forecasting

Sandro Papais, Letian Wang, Brian Cheong, Steven L. Waslander

HOMO-Feature: Cross-Arbitrary-Modal Image Matching with Homomorphism of Organized Major Orientation

Chenzhong Gao, Wei Li, Desheng Weng

Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning

Yongwei Jiang, Yixiong Zou, Yuhua Li, Ruixuan Li

What to Distill? Fast Knowledge Distillation with Adaptive Sampling

Byungchul Chae, Seonyeong Heo

Self-Reinforcing Prototype Evolution with Dual-Knowledge Cooperation for Semi-Supervised Lifelong Person Re-Identification

Kunlun Xu, Fan Zhuo, Jiangmeng Li, Xu Zou, Jiahuan Zhou

VCA: Video Curious Agent for Long Video Understanding

Zeyuan Yang, Delin Chen, Xueyang Yu, Maohao Shen, Chuang Gan

PRIMAL: Physically Reactive and Interactive Motor Model for Avatar Learning

Yan Zhang, Yao Feng, Alpár Cseke, Nitin Saini, Nathan Bajandas

DiSCO-3D : Discovering and Segmenting Sub-Concepts from Open-vocabulary Queries in NeRF

Doriand Petit, Steve Bourgeois, Vincent Gay-Bellile, Florian Chabot, Loïc Barthe

Improving SAM for Camouflaged Object Detection via Dual Stream Adapters

Jiaming Liu, Linghe Kong, Guihai Chen

FonTS: Text Rendering With Typography and Style Controls

Wenda Shi, Yiren Song, Dengming Zhang, Jiaming Liu, Xingxing Zou

SUV: Suppressing Undesired Video Content via Semantic Modulation Based on Text Embeddings

Xiang Lv, Mingwen Shao, Lingzhuang Meng, Chang Liu, Yecong Wan

VoiceCraft-Dub: Automated Video Dubbing with Neural Codec Language Models

Kim Sung-Bin, Jeongsoo Choi, Puyuan Peng, Joon Son Chung, Tae-Hyun Oh

Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization

Lanning Zhang, Ying Zhou, Fei Gao, Ziyun Li, Maoying Qiao

An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval

Jaeseok Byun, SeokHyeon Jeong, Wonjae Kim, Sanghyuk Chun, Taesup Moon

TerraMind: Large-Scale Generative Multimodality for Earth Observation

Johannes Jakubik, Felix Yang, Benedikt Blumenstiel, Erik Scheurer, Rocco Sedona

Di[M]O: Distilling Masked Diffusion Models into One-step Generator

Yuanzhi Zhu, Xi Wang, Stéphane Lathuilière, Vicky Kalogeiton

Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds

Pei He, Lingling Li, Licheng Jiao, Ronghua Shang, Fang Liu

MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition

Junfu Tan, Peiguang Jing, Yu Zhu, Yu Liu

MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation

Xinyu Liu, Guolei Sun, Cheng Wang, Yixuan Yuan, Ender Konukoglu

Deterministic Object Pose Confidence Region Estimation

Jinghao Wang, Zhang Li, Zi Wang, Banglei Guan, Yang Shang

Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning

Liwei Luo, Shuaitengyuan Li, Dongwei Ren, Qilong Wang, Pengfei Zhu

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Yujie Zhou, Jiazi Bu, Pengyang Ling, Pan Zhang, Tong Wu

NormalLoc: Visual Localization on Textureless 3D Models using Surface Normals

Jiro Abe, Gaku Nakano, Kazumine Ogura

Group Inertial Poser: Multi-Person Pose and Global Translation from Sparse Inertial Sensors and Ultra-Wideband Ranging

Ying Xue, Jiaxi Jiang, Rayan Armani, Dominik Hollidt, Yi-Chi Liao

ISP2HRNet: Learning to Reconstruct High Resolution Image from Irregularly Sampled Pixels via Hierarchical Gradient Learning

Yuanlin Wang, Ruiqin Xiong, Rui Zhao, Jin Wang, Xiaopeng Fan

Humans as a Calibration Pattern: Dynamic 3D Scene Reconstruction from Unsynchronized and Uncalibrated Videos

Changwoon Choi, Jeongjun Kim, Geonho Cha, Minkwan Kim, Dongyoon Wee

DiTaiListener: Controllable High Fidelity Listener Video Generation with Diffusion

Maksim Siniukov, Di Chang, Minh Tran, Hongkun Gong, Ashutosh Chaubey

ARGUS: Hallucination and Omission Evaluation in Video-LLMs

Ruchit Rawal, Reza Shirkavand, Heng Huang, Gowthami Somepalli, Tom Goldstein

EVOLVE: Event-Guided Deformable Feature Transfer and Dual-Memory Refinement for Low-Light Video Object Segmentation

Jong-Hyeon Baek, Jiwon Oh, Yeong Jun Koh

Motion Synthesis with Sparse and Flexible Keyjoint Control

Inwoo Hwang, Jinseok Bae, Donggeun Lim, Young Min Kim

Federated Continuous Category Discovery and Learning

Lixu Wang, Chenxi Liu, Junfeng Guo, Qingqing Ye, Heng Huang

SALAD -- Semantics-Aware Logical Anomaly Detection

Matic Fučka, Vitjan Zavrtanik, Danijel Skočaj

Multimodal Large Language Model-Guided ISP Hyperparameter Optimization with Dynamic Preference Learning

Xinyu Sun, Zhikun Zhao, Congyan Lang, Bing Li, Juan Wang

KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles

Chaoyong Yang, Jia-Li Yin, Bin Chen, Zhaozhe Hu, Xiaolei Liu

X-Fusion: Introducing New Modality to Frozen Large Language Models

Sicheng Mo, Thao Nguyen, Xun Huang, Siddharth Srinivasan Iyer, Yijun Li

LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation

Donald Shenaj, Ondrej Bohdal, Mete Ozay, Pietro Zanuttigh, Umberto Michieli

Lidar Waveforms are Worth 40x128x33 Words

Dominik Scheuble, Hanno Holzhüter, Steven Peters, Mario Bijelic, Felix Heide

Multimodal LLM Guided Exploration and Active Mapping using Fisher Information

Wen Jiang, BOSHU LEI, Katrina Ashton, Kostas Daniilidis

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling

Xianglong He, Zi-Xin Zou, Chia-Hao Chen, Yuan-Chen Guo, Ding Liang

Dual-S3D: Hierarchical Dual-Path Selective SSM-CNN for High-Fidelity Implicit Reconstruction

Luoxi Zhang, Pragyan Shrestha, Yu Zhou, Chun Xie, Itaru Kitahara

Mitigating Geometric Degradation in Fast DownSampling via FastAdapter for Point Cloud Segmentation

Shuofeng Sun, Haibin Yan

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models

Xiao Liang, Di Wang, Zhicheng Jiao, Ronghan Li, Pengfei Yang

DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion

Wenqiang Sun, Shuo Chen, Fangfu Liu, Zilong Chen, Yueqi Duan

VLM4D: Towards Spatiotemporal Awareness in Vision Language Models

Shijie Zhou, Alexander Vilesov, Xuehai He, Ziyu Wan, Shuwang Zhang

ART: Adaptive Relation Tuning for Generalized Relation Prediction

Gopika Sudhakaran, Hikaru Shindo, Patrick Schramowski, Simone Schaub-Meyer, Kristian Kersting

TITAN-Guide: Taming Inference-Time Alignment for Guided Text-to-Video Diffusion Models

Christian Simon, Masato Ishii, Akio Hayakawa, Zhi Zhong, Shusuke Takahashi

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence

Jie Feng, Shengyuan Wang, Tianhui Liu, Yanxin Xi, Yong Li

Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge

Linshen Liu, Boyan Su, Junyue Jiang, Guanlin Wu, Cong Guo

X-Capture: An Open-Source Portable Device for Multi-Sensory Learning

Samuel Clarke, Suzannah Wistreich, Yanjie Ze, Jiajun Wu

Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity

Mingyuan Sun, Zheng Fang, Jiaxu Wang, Kunyi Zhang, Qiang Zhang

VMem: Consistent Interactive Video Scene Generation with Surfel-Indexed View Memory

Runjia Li, Philip Torr, Andrea Vedaldi, Tomas Jakab

Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues

Francesco Taioli, Edoardo Zorzi, Gianni Franchi, Alberto Castellini, Alessandro Farinelli

From Panels to Prose: Generating Literary Narratives from Comics

Ragav Sachdeva, Andrew Zisserman