ICCV 2025

2,701 papers

Focal Plane Visual Feature Generation and Matching on a Pixel Processor Array

Hongyi Zhang, Laurie Bose, Jianing Chen, Piotr Dudek, Walterio Mayol-Cuevas

SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs

Jiahui Wang, Zuyan Liu, Yongming Rao, Jiwen Lu

VACE: All-in-One Video Creation and Editing

Zeyinzi Jiang, Zhen Han, Chaojie Mao, Jingfeng ZHANG, Yulin Pan

REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment

Haonan Han, Rui Yang, Huan Liao, Jiankai Xing, Zunnan Xu

Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction

Zeren Jiang, Chuanxia Zheng, Iro Laina, Diane Larlus, Andrea Vedaldi

FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection

Xinhua Lu, Runhe Lai, Yanqi Wu, Kanghao Chen, Wei-Shi Zheng

Real3D: Towards Scaling Large Reconstruction Models with Real Images

Hanwen Jiang, Qixing Huang, Georgios Pavlakos

CULTURE3D: A Large-Scale and Diverse Dataset of Cultural Landmarks and Terrains for Gaussian-Based Scene Rendering

Xinyi Zheng, Steve Zhang, Weizhe Lin, Aaron Zhang, Walterio W. Mayol-Cuevas

Compression of 3D Gaussian Splatting with Optimized Feature Planes and Standard Video Codecs

Soonbin Lee, Fangwen Shu, Yago Sanchez, Thomas Schierl, Cornelius Hellge

Single-Scanline Relative Pose Estimation for Rolling Shutter Cameras

Petr Hruby, Marc Pollefeys

GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology

Saarthak Kapse, Pushpak Pati, Srikar Yellapragada, Srijan Das, Rajarsi R. Gupta

Selective Contrastive Learning for Weakly Supervised Affordance Grounding

WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

SpikeDiff: Zero-shot High-Quality Video Reconstruction from Chromatic Spike Camera and Sub-millisecond Spike Streams

Siqi Yang, Jinxiu Liang, Zhaojun Huang, Yeliduosi Xiaokaiti, Yakun Chang

ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers

Qianhao Yuan, Qingyu Zhang, Yanjiang Liu, Jiawei Chen, Yaojie Lu

Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization

Bingqing Zhang, Zhuo Cao, Heming Du, Yang Li, Xue Li

FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation

Wenzhuang Wang, Yifan Zhao, Mingcan Ma, Ming Liu, Zhonglin Jiang

Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design

Yuhao Sun, Yihua Zhang, Gaowen Liu, Hongtao Xie, Sijia Liu

VisNumBench: Evaluating Number Sense of Multimodal Large Language Models

Tengjin Weng, Jingyi Wang, Wenhao Jiang, Zhong Ming

From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers

Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, Linfeng Zhang

TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation

Wenhao Wang, Yi Yang

Robust Dataset Condensation using Supervised Contrastive Learning

Nicole Hee-Yeon Kim, Hwanjun Song

FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models

Mainak Singha, Subhankar Roy, Sarthak Mehrotra, Ankit Jha, Moloud Abdar

ArgoTweak: Towards Self-Updating HD Maps through Structured Priors

Lena Wild, Rafael Valencia, Patric Jensfelt

Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing

Taihang Hu, Linxuan Li, Kai Wang, yaxing wang, Jian Yang

LangBridge: Interpreting Image as a Combination of Language Embeddings

Jiaqi Liao, Yuwei Niu, Fanqing Meng, Hao Li, Changyao Tian

Adaptive Prompt Learning via Gaussian Outlier Synthesis for Out-of-distribution Detection

Yongkang Zhang, Dongyu She, Zhong Zhou

RadGPT: Constructing 3D Image-Text Tumor Datasets

Pedro R.A.S. Bassi, Mehmet Can Yavuz, Ibrahim Ethem Hamamci, Sezgin Er, Xiaoxi Chen

EDFFDNet: Towards Accurate and Efficient Unsupervised Multi-Grid Image Registration

Haokai Zhu, Bo Qu, Si-Yuan Cao, Runmin Zhang, Shujie Chen

MagicCity: Geometry-Aware 3D City Generation from Satellite Imagery with Multi-View Consistency

Xingbo Yao, Xuanmin Wang, Hao Wu, Chengliang Ping, Doudou Zhang

DriveX: Omni Scene Modeling for Learning Generalizable World Knowledge in Autonomous Driving

Chen Shi, Shaoshuai Shi, Kehua Sheng, Bo Zhang, Li Jiang

INSTINCT: Instance-Level Interaction Architecture for Query-Based Collaborative Perception

Yunjiang Xu, Lingzhi LI, Jin Wang, Yupeng Ouyang, Benyuan Yang

Towards Robustness of Person Search against Corruptions

Woojung Son, Yoonki Cho, Guoyuan An, Chanmi Lee, Sung-eui Yoon

Splat-based 3D Scene Reconstruction with Extreme Motion-blur

Hyeonjoong Jang, Dongyoung Choi, Donggun Kim, Woohyun Kang, Min H. Kim

Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection

Jinglun Li, Kaixun Jiang, Zhaoyu Chen, Bo Lin, Yao Tang

DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis

Yinqi Cai, Jichang Li, Zhaolun Li, Weikai Chen, Rushi Lan

Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features

Chancharik Mitra, Brandon Huang, Tianning Chai, Zhiqiu Lin, Assaf Arbelle

AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction

Zhen Xing, Qi Dai, Zejia Weng, Zuxuan Wu, Yu-Gang Jiang

Tracking Tiny Drones against Clutter: Large-Scale Infrared Benchmark with Motion-Centric Adaptive Algorithm

Jiahao Zhang, Zongli Jiang, Jinli Zhang, Yixin Wei, Liang Li

Knowledge Distillation with Refined Logits

Wujie Sun, Defang Chen, Siwei Lyu, Genlang Chen, Chun Chen

Boundary Probing for Input Privacy Protection When Using LMM Services

Xiaofei Hui, Haoxuan Qu, Ping Hu, Hossein Rahmani, Jun Liu

MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation

Bin Xie, Hao Tang, Bin Duan, Dawen Cai, Yan Yan

FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data

Yiting Li, Fayao Liu, Jingyi Liao, Sichao Tian, Chuan-Sheng Foo

DexVLG: Dexterous Vision-Language-Grasp Model at Scale

Jiawei He, Danshi Li, XinQiang Yu, Zekun Qi, Wenyao Zhang

Class Token as Proxy: Optimal Transport-assisted Proxy Learning for Weakly Supervised Semantic Segmentation

Jian Wang, Tianhong Dai, Bingfeng Zhang, Siyue Yu, Eng Gee Lim

Enrich and Detect: Video Temporal Grounding with Multimodal LLMs

Shraman Pramanick, Effrosyni Mavroudi, Yale Song, Rama Chellappa, Lorenzo Torresani

Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping

Weili Zeng, Ziyuan Huang, Kaixiang Ji, Yichao Yan

Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models

Teng Ma, Xiaojun Jia, Ranjie Duan, Xinfeng Li, Yihao Huang

ALOcc: Adaptive Lifting-Based 3D Semantic Occupancy and Cost Volume-Based Flow Predictions

Dubing Chen, Jin Fang, Wencheng Han, Xinjing Cheng, Junbo Yin

LayerD: Decomposing Raster Graphic Designs into Layers

Tomoyuki Suzuki, Kang-Jun Liu, Naoto Inoue, Kota Yamaguchi

ZIM: Zero-Shot Image Matting for Anything

beomyoung kim, Chanyong Shin, Joonhyun Jeong, Hyungsik Jung, Se-Yun Lee

Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities

Yiyuan Zhang, Handong Li, Jing Liu, Xiangyu Yue

TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance

Minghao Fu, Guo-Hua Wang, Xiaohao Chen, Qing-Guo Chen, Zhao Xu

IM-LUT: Interpolation Mixing Look-Up Tables for Image Super-Resolution

Sejin Park, Sangmin Lee, Kyong Hwan Jin, Seung-Won Jung

Exploring Multimodal Diffusion Transformers for Enhanced Prompt-based Image Editing

Joonghyuk Shin, Alchan Hwang, Yujin Kim, Daneul Kim, Jaesik Park

PersPose: 3D Human Pose Estimation with Perspective Encoding and Perspective Rotation

Xiaoyang Hao, Han Li

DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy

Ming Dai, Wenxuan Cheng, Jiang-Jiang Liu, Sen Yang, Wenxiao Cai

CAPTURE: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting

Atin Pothiraj, Elias Stengel-Eskin, Jaemin Cho, Mohit Bansal

WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images

Yansong Guo, Jie Hu, Yansong Qu, Liujuan Cao

WalkVLM: Aid Visually Impaired People Walking by Vision Language Model

Zhiqiang Yuan, Ting Zhang, Yeshuang Zhu, Jiapei Zhang, Ying Deng

FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing

Tianyi Wei, Yifan Zhou, Dongdong Chen, Xingang Pan

Interaction-Merged Motion Planning: Effectively Leveraging Diverse Motion Datasets for Robust Planning

Giwon Lee, WooSeong Jeong, Daehee Park, Jaewoo Jeong, Kuk-Jin Yoon

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild

Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

Spatial Preference Rewarding for MLLMs Spatial Understanding

Han Qiu, peng gao, Lewei Lu, Xiaoqin Zhang, Ling Shao

Hierarchical Event Memory for Accurate and Low-latency Online Video Temporal Grounding

Minghang Zheng, Yuxin Peng, Benyuan Sun, Yi Yang, Yang Liu

Training-Free Industrial Defect Generation with Diffusion Models

Ruyi Xu, Yen-Tzu Chiu, Tai-I Chen, Oscar Chew, Yung-Yu Chuang

AnyBimanual: Transferring Unimanual Policy for General Bimanual Manipulation

Guanxing Lu, Tengbo Yu, Haoyuan Deng, Season Si Chen, Yansong Tang

The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation

Ruoyu Wang, Huayang Huang, Ye Zhu, Olga Russakovsky, Yu Wu

Visual Modality Prompt for Adapting Vision-Language Object Detectors

Heitor R. Medeiros, Atif Belal, Srikanth Muralidharan, Eric Granger, Marco Pedersoli

SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargeting

Arthur Josi, Luiz Gustavo Hafemann, Abdallah Dib, Emeline Got, Rafael M. O. Cruz

A3GS: Arbitrary Artistic Style into Arbitrary 3D Gaussian Splatting

Zhiyuan Fang, Rengan Xie, Xuancheng Jin, Qi Ye, Wei Chen

ZeroStereo: Zero-shot Stereo Matching from Single Images

Xianqi Wang, Hao Yang, Gangwei Xu, Junda Cheng, Min Lin

Spatially-Varying Autofocus

Yingsi Qin, Aswin C. Sankaranarayanan, Matthew O'Toole

R-LiViT: A LiDAR-Visual-Thermal Dataset Enabling Vulnerable Road User Focused Roadside Perception

Jonas Mirlach, Lei Wan, Andreas Wiedholz, Hannan Ejaz Keen, Andreas Eich

RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping

Dongming Wu, Yanping Fu, Saike Huang, Yingfei Liu, Fan Jia

Diving into the Fusion of Monocular Priors for Generalized Stereo Matching

Chengtang Yao, Lidong Yu, Zhidan Liu, Jiaxi Zeng, Yuwei Wu

MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation

Vladislav Bargatin, Egor Chistov, Alexander Yakovenko, Dmitriy Vatolin

Multimodal LLMs as Customized Reward Models for Text-to-Image Generation

Shijie Zhou, Ruiyi Zhang, Huaisheng Zhu, Branislav Kveton, Yufan Zhou

TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation

Amin Karimi Monsefi, Mridul Khurana, Rajiv Ramnath, Anuj Karpatne, Wei-Lun Chao

Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning

Hung-Chieh Fang, Hsuan-tien Lin, Irwin King, Yifei Zhang

Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings

Haoyu Yao, Bin Yang, Wenke Huang, Bo Du, Mang Ye

Memory-Efficient Generative Models via Product Quantization

Jie Shao, Hanxiao Zhang, Hao Yu, Jianxin Wu

A Unified Interpretation of Training-Time Out-of-Distribution Detection

Xu Cheng, Xin Jiang, Zechao Li

CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching

Zizhuo Li, Yifan Lu, Linfeng Tang, Shihua Zhang, Jiayi Ma

GS-Occ3D: Scaling Vision-only Occupancy Reconstruction with Gaussian Splatting

Baijun Ye, Minghui Qin, Saining Zhang, Moonjun Gong, Shaoting Zhu

Jigsaw++: Imagining Complete Shape Priors for Object Reassembly

Jiaxin Lu, Gang Hua, Qixing Huang

I Am Big, You Are Little; I Am Right, You Are Wrong

David A. Kelly, Akchunya Chanchal, Nathan Blake

AIM: Amending Inherent Interpretability via Self-Supervised Masking

Eyad Alshami, Shashank Agnihotri, Bernt Schiele, Margret Keuper

TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding

Zuhao Yang, Yingchen Yu, Yunqing Zhao, Shijian Lu, Song Bai

Auto-Regressively Generating Multi-View Consistent Images

JiaKui Hu, Yuxiao Yang, Jialun Liu, Jinbo Wu, Chen Zhao

Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity

Sung Ju Lee, Nam Ik Cho

SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition

Jing Wang, Rui Zhao, Ruiqin Xiong, Xingtao Wang, Xiaopeng Fan

Robust 3D Object Detection using Probabilistic Point Clouds from Single-Photon LiDARs

Bhavya Goyal, Felipe Gutierrez-Barragan, Wei LIN, Andreas Velten, Yin Li

What If: Understanding Motion Through Sparse Interactions

Stefan Andreas Baumann, Nick Stracke, Timy Phan, Bjorn Ommer

Multi-Modal Few-Shot Temporal Action Segmentation

Zijia Lu, Ehsan Elhamifar

Controlling Multimodal LLMs via Reward-guided Decoding

Oscar Mañas, Pierluca D'Oro, Koustuv Sinha, Adriana Romero-Soriano, Michal Drozdzal

Token-Efficient VLM: High-Resolution Image Understanding via Dynamic Region Proposal

Yitong Jiang, Jinwei Gu, Tianfan Xue, Ka Chun Cheung, Pavlo Molchanov

Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts

Yun Wang, Longguang Wang, Chenghao Zhang, Yongjian Zhang, Zhanjie Zhang

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation

I-Hsiang Chen, Hua-En Chang, Wei-Ting Chen, Jenq-Neng Hwang, Sy-Yen Kuo

GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs

Xinli Xu, Wenhang Ge, Dicong Qiu, Zhifei Chen, Dongyu Yan

Free-Form Motion Control: Controlling the 6D Poses of Camera and Objects in Video Generation

Xincheng Shuai, Henghui Ding, Zhenyuan Qin, Hao Luo, Xingjun Ma