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ICCV 2025

2,701 papers

Omni-scene Perception-oriented Point Cloud Geometry Enhancement for Coordinate Quantization

Wang Liu, Wei Gao

A Framework for Double-Blind Federated Adaptation of Foundation Models

Nurbek Tastan, Karthik Nandakumar

Straighten Viscous Rectified Flow via Noise Optimization

Jimin Dai, Jiexi Yan, Jian Yang, Lei Luo

Evidential Knowledge Distillation

Liangyu Xiang, Junyu Gao, Changsheng Xu

MaskControl: Spatio-Temporal Control for Masked Motion Synthesis

Ekkasit Pinyoanuntapong, Muhammad Saleem, Korrawe Karunratanakul, Pu Wang, Hongfei Xue

Decouple and Track: Benchmarking and Improving Video Diffusion Transformers For Motion Transfer

Qingyu Shi, Jianzong Wu, Jinbin Bai, Jiangning Zhang, Lu Qi

VGMamba: Attribute-to-Location Clue Reasoning for Quantity-Agnostic 3D Visual Grounding

Yihang Zhu, Jinhao Zhang, Yuxuan Wang, Aming Wu, Cheng Deng

CoralSRT: Revisiting Coral Reef Semantic Segmentation by Feature Rectification via Self-supervised Guidance

Ziqiang Zheng, Yuk-Kwan Wong, Binh-Son Hua, Jianbo Shi, Sai-Kit Yeung

HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics

Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Shang-Hong Lai

CHORDS: Diffusion Sampling Accelerator with Multi-core Hierarchical ODE Solvers

Jiaqi Han, Haotian Ye, Puheng Li, Minkai Xu, James Zou

What Makes for Text to 360-degree Panorama Generation with Stable Diffusion?

Jinhong Ni, Chang-Bin Zhang, Qiang Zhang, Jing Zhang

MC-Bench: A Benchmark for Multi-Context Visual Grounding in the Era of MLLMs

Yunqiu Xu, Linchao Zhu, Yi Yang

FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing

Bizhu Wu, Jinheng Xie, Meidan Ding, Zhe Kong, Jianfeng Ren

3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding

Tatiana Zemskova, Dmitry Yudin

LawDIS: Language-Window-based Controllable Dichotomous Image Segmentation

Xinyu Yan, Meijun Sun, Ge-Peng Ji, Fahad Shahbaz Khan, Salman Khan

BoxDreamer: Dreaming Box Corners for Generalizable Object Pose Estimation

Yuanhong Yu, Xingyi He, Chen Zhao, Junhao Yu, Jiaqi Yang

Learning Implicit Features with Flow-Infused Transformations for Realistic Virtual Try-On

Delong Zhang, Qiwei Huang, Yang Sun, Yuanliu Liu, Wei-Shi Zheng

Adversarial Exploitation of Data Diversity Improves Visual Localization

Sihang Li, Siqi Tan, Bowen Chang, Jing Zhang, Chen Feng

Adapt Foundational Segmentation Models with Heterogeneous Searching Space

Li Yi, Jie Hu, Songan Zhang, GUANNAN JIANG

Fast Image Super-Resolution via Consistency Rectified Flow

Jiaqi Xu, Wenbo Li, Haoze Sun, Fan Li, Zhixin Wang

CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers

Dimitrios Mallis, Ahmet Serda Karadeniz, Sebastian Cavada, Danila Rukhovich, Niki Foteinopoulou

Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions

Tommaso Galliena, Tommaso Apicella, Stefano Rosa, Pietro Morerio, Alessio Del Bue

Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval

Zhichuan Wang, Yang Zhou, Zhe Liu, Rui Yu, Song Bai

STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding?

Yun Li, Yiming Zhang, Tao LIN, Xiangrui Liu, Wenxiao Cai

COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation

Siqi Zhang, Yanyuan Qiao, Qunbo Wang, Zike Yan, Qi Wu

CompCap: Improving Multimodal Large Language Models with Composite Captions

Xiaohui Chen, Satya Narayan Shukla, Mahmoud Azab, Aashu Singh, Qifan Wang

Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning

Jingjing Jiang, Chao Ma, Xurui Song, Hanwang Zhang, Jun Luo

Sparse-Dense Side-Tuner for efficient Video Temporal Grounding

David Pujol-Perich, Sergio Escalera, Albert Clapés

Category-Specific Selective Feature Enhancement for Long-Tailed Multi-Label Image Classification

Ruiqi Du, Xu Tang, Xiangrong Zhang, Jingjing Ma

Communication-Efficient Multi-Vehicle Collaborative Semantic Segmentation via Sparse 3D Gaussian Sharing

Tianyu Hong, Xiaobo Zhou, Wenkai Hu, Qi Xie, Zhihui Ke

MagicDrive-V2: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control

Ruiyuan Gao, Kai Chen, Bo Xiao, Lanqing Hong, Zhenguo Li

PINO: Person-Interaction Noise Optimization for Long-Duration and Customizable Motion Generation of Arbitrary-Sized Groups

Sakuya Ota, Qing Yu, Kent Fujiwara, Satoshi Ikehata, Ikuro Sato

VisRL: Intention-Driven Visual Perception via Reinforced Reasoning

Zhangquan Chen, Xufang Luo, Dongsheng Li

DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning

Ruowen Zhao, Junliang Ye, Zhengyi Wang, Guangce Liu, Yiwen Chen

Unfolding-Associative Encoder-Decoder Network with Progressive Alignment for Pansharpening

Shijie Fang, Hongping Gan

Lay2Story: Extending Diffusion Transformers for Layout-Togglable Story Generation

Ao Ma, Jiasong Feng, Ke Cao, Jing Wang, Yun Wang

On the Robustness Tradeoff in Fine-Tuning

Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley, Blaine Hoak, Yohan Beugin

CVPT: Cross Visual Prompt Tuning

Lingyun Huang, Jianxu Mao, Junfei Yi, Ziming Tao, Yaonan Wang

Hallucinatory Image Tokens: A Training-free EAZY Approach to Detecting and Mitigating Object Hallucinations in LVLMs

Liwei Che, Tony Qingze Liu, Jing Jia, Weiyi Qin, Ruixiang Tang

Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking

Yunhao Li, Yifan Jiao, Dan Meng, Heng Fan, Libo Zhang

MinCD-PnP: Learning 2D-3D Correspondences with Approximate Blind PnP

Pei An, Jiaqi Yang, Muyao Peng, You Yang, Qiong Liu

FixTalk: Taming Identity Leakage for High-Quality Talking Head Generation in Extreme Cases

Shuai Tan, Bill Gong, Bin Ji, Ye Pan

Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation

Yuheng Shi, Minjing Dong, Chang Xu

ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology

Vishwesh Ramanathan, Tony Xu, Pushpak Pati, Faruk Ahmed, Maged Goubran

Spatial-Temporal Aware Visuomotor Diffusion Policy Learning

Zhenyang Liu, Yikai Wang, Kuanning Wang, Longfei Liang, Xiangyang Xue

Your Text Encoder Can Be An Object-Level Watermarking Controller

Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani, Shruti Agarwal, Siwei Lyu

NATRA: Noise-Agnostic Framework for Trajectory Prediction with Noisy Observations

Rongqing Li, Changsheng Li, Ruilin Lv, Yuhang Li, Yang Gao

ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction

Sankeerth Durvasula, Sharanshangar Muhunthan, Zain Moustafa, Richard Chen, Ruofan Liang

CoopTrack: Exploring End-to-End Learning for Efficient Cooperative Sequential Perception

Jiaru Zhong, Jiahao Wang, Jiahui Xu, Xiaofan Li, Zaiqing Nie

RayGaussX: Accelerating Gaussian-Based Ray Marching for Real-Time and High-Quality Novel View Synthesis

Hugo Blanc, Jean-Emmanuel Deschaud, Alexis Paljic

UniRes: Universal Image Restoration for Complex Degradations

Mo Zhou, Keren Ye, Mauricio Delbracio, Peyman Milanfar, Vishal M. Patel

Revelio: Interpreting and leveraging semantic information in diffusion models

Dahye Kim, Xavier Thomas, Deepti Ghadiyaram

WINS: Winograd Structured Pruning for Fast Winograd Convolution

Cheonjun Park, Hyun Jae Oh, Mincheol Park, Hyunchan Moon, Minsik Kim

Global Motion Corresponder for 3D Point-Based Scene Interpolation under Large Motion

Junru Lin, Chirag Vashist, Mikaela Angelina Uy, Colton Stearns, Xuan Luo

Controllable Latent Space Augmentation for Digital Pathology

Sofiène Boutaj, Marin Scalbert, Pierre Marza, Florent Couzinie-Devy, Maria Vakalopoulou

Structure-Guided Diffusion Models for High-Fidelity Portrait Shadow Removal

Wanchang Yu, Qing Zhang, Rongjia Zheng, Wei-Shi Zheng

Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation

Zixin Wang, Dong Gong, Sen Wang, Zi Huang, Yadan Luo

Growing a Twig to Accelerate Large Vision-Language Models

Zhenwei Shao, Mingyang Wang, Zhou Yu, Wenwen Pan, yan yang

EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds

Lu Chen, Yizhou Wang, SHIXIANG TANG, Qianhong Ma, Tong He

REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents

Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang

MorphoGen: Efficient Unconditional Generation of Long-Range Projection Neuronal Morphology via a Global-to-Local Framework

Tianfang Zhu, Hongyang Zhou, Anan Li

HVPUNet: Hybrid-Voxel Point-cloud Upsampling Network

Juhyung Ha, Vibhas Kumar Vats, Soon-heung Jung, Alimoor Reza, David J. Crandall

FROSS: Faster-Than-Real-Time Online 3D Semantic Scene Graph Generation from RGB-D Images

Hao-Yu Hou, Chun-Yi Lee, Motoharu Sonogashira, Yasutomo Kawanishi

Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation

Jiahua Dong, Hui Yin, Wenqi Liang, Hanbin Zhao, Henghui Ding

VideoMiner: Iteratively Grounding Key Frames of Hour-Long Videos via Tree-based Group Relative Policy Optimization

Xinye Cao, Hongcan Guo, Jiawen Qian, Guoshun Nan, Chao Wang

Heavy Labels Out! Dataset Distillation with Label Space Lightening

Ruonan Yu, Songhua Liu, Zigeng Chen, Jingwen Ye, Xinchao Wang

UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement

Xiao Zhang, Fei Wei, Yong Wang, Wenda Zhao, Feiyi Li

MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild

Xi Fang, Jiankun Wang, Xiaochen Cai, Shangqian Chen, Shuwen Yang

VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks

Shiduo Zhang, Zhe Xu, Peiju Liu, XiaoPeng Yu, Yuan Li

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Fatemeh Ghezloo, Mehmet Saygin Seyfioglu, Rustin Soraki, Wisdom O. Ikezogwo, Beibin Li

G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion

Mengdi Liu, Zhangyang Gao, Hong Chang, Stan Z. Li, Shiguang Shan

ConsistentCity: Semantic Flow-guided Occupancy DiT for Temporally Consistent Driving Scene Synthesis

Benjin Zhu, Xiaogang Wang, hongsheng Li

Holistic Tokenizer for Autoregressive Image Generation

Anlin Zheng, Haochen Wang, Yucheng Zhao, Weipeng DENG, Tiancai Wang

Processing and acquisition traces in visual encoders: What does CLIP know about your camera?

Ryan Ramos, Vladan Stojnić, Giorgos Kordopatis-Zilos, Yuta Nakashima, Giorgos Tolias

Learning Visual Proxy for Compositional Zero-Shot Learning

Shiyu Zhang, Cheng Yan, Yang Liu, Chenchen Jing, Lei Zhou

SpatialSplat: Efficient Semantic 3D from Sparse Unposed Images

Yu Sheng, Jiajun Deng, Xinran Zhang, Yu Zhang, Bei Hua

StyleSRN: Scene Text Image Super-Resolution with Text Style Embedding

Shengrong Yuan, Runmin Wang, Ke Hao, Xuqi Ma, Changxin Gao

PropVG: End-to-End Proposal-Driven Visual Grounding with Multi-Granularity Discrimination

Ming Dai, Wenxuan Cheng, Jiedong Zhuang, Jiang-Jiang Liu, Hongshen Zhao

Recover Biological Structure from Sparse-View Diffraction Images with Neural Volumetric Prior

Renzhi He, Haowen Zhou, Yubei Chen, Yi Xue

UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling

Peiming Li, Ziyi Wang, Yulin Yuan, Hong Liu, Xiangming Meng

How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game

Ziyue Wang, Yurui Dong, Fuwen Luo, Minyuan Ruan, Zhili Cheng

Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection

Qi He, Xiao Wu, Jun-Yan He, Shuai Li

Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving

Zixian Guo, Ming Liu, Qilong Wang, Zhilong Ji, Jinfeng Bai

Refer to Any Segmentation Mask Group With Vision-Language Prompts

Shengcao Cao, Zijun Wei, Jason Kuen, Kangning Liu, Lingzhi Zhang

Anomaly Detection of Integrated Circuits Package Substrates Using the Large Vision Model SAIC: Dataset Construction, Methodology, and Application

Ruiyun Yu, Bingyang Guo, Haoyuan Li

Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond

Xin Qiao, Matteo Poggi, Xing Wei, Pengchao Deng, Yanhui Zhou

RetinexMCNet: A Memory Controller Dominated Network for Low-Light Video Enhancement Based on Retinex

Meiao Wang, Xuejing Kang, Yaxi Lu, Jie Xu

CharaConsist: Fine-Grained Consistent Character Generation

Mengyu Wang, Henghui Ding, Jianing Peng, Yao Zhao, Yunpeng Chen

Golden Noise for Diffusion Models: A Learning Framework

Zikai Zhou, Shitong Shao, Lichen Bai, Shufei Zhang, Zhiqiang Xu

RIOcc: Efficient Cross-Modal Fusion Transformer with Collaborative Feature Refinement for 3D Semantic Occupancy Prediction

Baojie Fan, Xiaotian Li, Yuhan Zhou, Yuyu Jiang, Jiandong Tian

Bi-Level Optimization for Self-Supervised AI-Generated Face Detection

Mian Zou, Nan Zhong, Baosheng Yu, Yibing Zhan, Kede Ma

Probabilistic Inertial Poser (ProbIP): Uncertainty-aware Human Motion Modeling from Sparse Inertial Sensors

Min Kim, Younho Jeon, Sungho Jo

Event-Driven Storytelling with Multiple Lifelike Humans in a 3D Scene

Donggeun Lim, Jinseok Bae, Inwoo Hwang, Seungmin Lee, Hwanhee Lee

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation

Ding Zhong, Xu Zheng, Chenfei Liao, Yuanhuiyi Lyu, Jialei Chen

Semantic Causality-Aware Vision-Based 3D Occupancy Prediction

Dubing Chen, Huan Zheng, Yucheng Zhou, Xianfei Li, Wenlong Liao

MonSTeR: a Unified Model for Motion, Scene, Text Retrieval

Luca Collorone, Matteo Gioia, Massimiliano Pappa, Paolo Leoni, Giovanni Ficarra

SparseLaneSTP: Leveraging Spatio-Temporal Priors with Sparse Transformers for 3D Lane Detection

Maximilian Pittner, Joel Janai, Mario Faigle, Alexandru Paul Condurache

MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance

Zihan Cao, Yu Zhong, Ziqi Wang, Liang-Jian Deng

Motal: Unsupervised 3D Object Detection by Modality and Task-specific Knowledge Transfer

Hai Wu, Hongwei Lin, Xusheng Guo, Xin Li, Mingming Wang

Feature Purification Matters: Suppressing Outlier Propagation for Training-Free Open-Vocabulary Semantic Segmentation

Shuo Jin, Siyue Yu, Bingfeng Zhang, Mingjie Sun, Yi Dong