ICCV 2025

2,701 papers

SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation

Jiayi Li

Temperature in Cosine-based Softmax Loss

Takumi Kobayashi

Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin

Fangyikang Wang, Hubery Yin, Lei Qian, Yinan Li, Shaobin Zhuang

Imbalance in Balance: Online Concept Balancing in Generation Models

Yukai Shi, Jiarong Ou, Rui Chen, Haotian Yang, Jiahao Wang

No More Sibling Rivalry: Debiasing Human-Object Interaction Detection

Bin Yang, Yulin Zhang, Hong-Yu Zhou, Sibei Yang

Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation

Ziliang Miao, Runjian Chen, Yixi Cai, Buwei He, Wenquan Zhao

Breaking Rectangular Shackles: Cross-View Object Segmentation for Fine-Grained Object Geo-Localization

Qingwang Zhang, Yingying Zhu

MultiModal Action Conditioned Video Simulation

Yichen Li, Antonio Torralba

Balanced Image Stylization with Style Matching Score

Yuxin Jiang, Liming Jiang, Shuai Yang, Jia-Wei Liu, Ivor W. Tsang

Towards a Universal Image Degradation Model via Content-Degradation Disentanglement

Wenbo Yang, Zhongling Wang, Zhou Wang

Scene Coordinate Reconstruction Priors

Wenjing Bian, Axel Barroso-Laguna, Tommaso Cavallari, Victor Adrian Prisacariu, Eric Brachmann

AnyPortal: Zero-Shot Consistent Video Background Replacement

Wenshuo Gao, Xicheng Lan, Shuai Yang

Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal

Jinpei Guo, Zheng Chen, Wenbo Li, Yong Guo, Yulun Zhang

Training-free Generation of Temporally Consistent Rewards from VLMs

Yinuo Zhao, Jiale Yuan, Zhiyuan Xu, Xiaoshuai Hao, Xinyi Zhang

DONUT: A Decoder-Only Model for Trajectory Prediction

Markus Knoche, Daan de Geus, Bastian Leibe

Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning

Junjie Shan, Ziqi Zhao, Jialin Lu, Rui Zhang, Siu Ming Yiu

Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-aware Lookup Tables

Wontae Kim, Keuntek Lee, Nam Ik Cho

LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization

Alessio Spagnoletti, Jean Prost, Andres Almansa, Nicolas Papadakis, Marcelo Pereyra

LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control

Hui Li

TimeFormer: Capturing Temporal Relationships of Deformable 3D Gaussians for Robust Reconstruction

Dadong Jiang, Zhi Hou, Zhihui Ke, Xianghui Yang, Xiaobo Zhou

LaRender: Training-Free Occlusion Control in Image Generation via Latent Rendering

Xiaohang Zhan, Dingming Liu

Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization

Gen Li, Yang Xiao, Jie Ji, Kaiyuan Deng, Bo Hui

SuperDec: 3D Scene Decomposition with Superquadrics Primitives

Elisabetta Fedele, Boyang Sun, Leonidas Guibas, Marc Pollefeys, Francis Engelmann

CHARM3R: Towards Unseen Camera Height Robust Monocular 3D Detector

Abhinav Kumar, Yuliang Guo, Zhihao Zhang, Xinyu Huang, Liu Ren

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Shengbang Tong, David Fan, Jiachen Li, Yunyang Xiong, Xinlei Chen

Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting

Yuekun Dai, Haitian Li, Shangchen Zhou, Chen Change Loy

Borrowing Eyes for the Blind Spot: Overcoming Data Scarcity in Malicious Video Detection via Cross-Domain Retrieval Augmentation

Rongpei Hong, Jian Lang, Ting Zhong, Fan Zhou

Not Only Vision: Evolve Visual Speech Recognition via Peripheral Information

Zhaoxin Yuan, Shuang Yang, Shiguang Shan, Xilin Chen

MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics

Bowei Guo, Shengkun Tang, Cong Zeng, Zhiqiang Shen

Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

Yongxin Zhu, Bocheng Li, Yifei Xin, Zhihua Xia, Linli Xu

Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens

Runpeng Yu, Xinyin Ma, Xinchao Wang

AM-Adapter: Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis in-the-Wild

Siyoon Jin, Jisu Nam, Jiyoung Kim, Dahyun Chung, Yeong-Seok Kim

TryOn-Refiner: Conditional Rectified-flow-based TryOn Refiner for More Accurate Detail Reconstruction

Wen Qian

DiffPCI: Large Motion Point Cloud frame Interpolation with Diffusion Model

Tianyu Zhang, Haobo Jiang, Jian Yang, Jin Xie

Articulate3D: Holistic Understanding of 3D Scenes as Universal Scene Description

Anna-Maria Halacheva, Yang Miao, Jan-Nico Zaech, Xi Wang, Luc Van Gool

Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning

Jinxin Shi, Jiabao Zhao, Yifan Yang, Xingjiao Wu, Jiawen Li

CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation

Xiao Lin, Yun Peng, Liuyi Wang, Xianyou Zhong, Minghao Zhu

Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition

Wenhan Wu, Zhishuai Guo, Chen Chen, Hongfei Xue, Aidong Lu

Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis

Xinyu Hou, Zongsheng Yue, Xiaoming Li, Chen Change Loy

One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images

Byeongjun Kwon, Munchurl Kim

EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow

Yixiang Chen, Peiyan Li, Yan Huang, Jiabing Yang, Kehan Chen

DisCoPatch: Taming Adversarially-driven Batch Statistics for Improved Out-of-Distribution Detection

Francisco Caetano, Christiaan Viviers, Luis A. Zavala-Mondragón, Peter H.N. de With, Fons van der Sommen

VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow

Ada Görgün, Bernt Schiele, Jonas Fischer

BUFFER-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes

Minkyun Seo, Hyungtae Lim, Kanghee Lee, Luca Carlone, Jaesik Park

Hybrid Layout Control for Diffusion Transformer: Fewer Annotations, Superior Aesthetics

Keming Wu, Junwen Chen, Zhanhao Liang, Yinuo Wang, Ji Li

Stealthy Backdoor Attack in Federated Learning via Adaptive Layer-wise Gradient Alignment

Qingqian Yang, Peishen Yan, Xiaoyu Wu, Jiaru Zhang, Tao Song

Fusion Meets Diverse Conditions: A High-diversity Benchmark and Baseline for UAV-based Multimodal Object Detection with Condition Cues

Chen Chen, Kangcheng Bin, Ting Hu, Jiahao Qi, Xingyue Liu

ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads

Yifan Li, Xin Li, Tianqin Li, Wenbin He, Yu Kong

Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning

WooSeong Jeong, Kuk-Jin Yoon

Background Invariance Testing According to Semantic Proximity

Zukang Liao, Min Chen

D3: Training-Free AI-Generated Video Detection Using Second-Order Features

Chende Zheng, Ruiqi Suo, Chenhao Lin, Zhengyu Zhao, Le Yang

EA-KD: Entropy-based Adaptive Knowledge Distillation

Chi-Ping Su, Ching-Hsun Tseng, Bin Pu, lei zhao, Jiewen Yang

PCR-GS: COLMAP-Free 3D Gaussian Splatting via Pose Co-Regularizations

Yu Wei, Jiahui Zhang, Xiaoqin Zhang, Ling Shao, Shijian Lu

IGL-Nav: Incremental 3D Gaussian Localization for Image-goal Navigation

Wenxuan Guo, Xiuwei Xu, Hang Yin, Ziwei Wang, Jianjiang Feng

MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition

Yangfu Li, Hongjian Zhan, Qi Liu, Li Sun, Yu-Jie Xiong

SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models

Stathis Galanakis, Alexandros Lattas, Stylianos Moschoglou, Bernhard Kainz, Stefanos Zafeiriou

Auto-Vocabulary Semantic Segmentation

Osman Ülger, Maksymilian Kulicki, Yuki Asano, Martin R. Oswald

Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts

Hongcheng Gao, Tianyu Pang, Chao Du, Taihang Hu, Zhijie Deng

I2-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting

Zhimin Liao, Ping Wei, Ruijie Zhang, Shuaijia Chen, Haoxuan Wang

Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising

Xiangbin Wei, Yuanfeng Wang, Ao Xu, Lingyu Zhu, Dongyong Sun

Leveraging Panoptic Scene Graph for Evaluating Fine-Grained Text-to-Image Generation

Xueqing Deng, Linjie Yang, Qihang Yu, Chenglin Yang, Liang-Chieh Chen

DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding

Thomas Kreutz, Max Mühlhäuser, Alejandro Sanchez Guinea

CRAM: Large Scale Video Continual Learning with Bootstrapped Compression

Shivani Mall, João F. Henriques

Knowledge-Guided Part Segmentation

Xuejian Gou, Fang Liu, Licheng Jiao, Shuo Li, Lingling Li

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts

Olaf Dünkel, Artur Jesslen, Jiahao Xie, Christian Theobalt, Christian Rupprecht

Information Density Principle for MLLM Benchmarks

Chunyi Li, Xiaozhe Li, Zicheng Zhang, Yuan Tian, Ziheng Jia

ProbRes: Probabilistic Jump Diffusion for Open-World Egocentric Activity Recognition

Sanjoy Kundu, Shanmukha Vellamcheti, Sathyanarayanan N. Aakur

Improved Noise Schedule for Diffusion Training

Tiankai Hang, Shuyang Gu, Jianmin Bao, Fangyun Wei, Dong Chen

InstaScene: Towards Complete 3D Instance Decomposition and Reconstruction from Cluttered Scenes

Zesong Yang, Bangbang Yang, Wenqi Dong, Chenxuan Cao, Liyuan Cui

Unlocking the Potential of Diffusion Priors in Blind Face Restoration

Yunqi Miao, Zhiyu Qu, Mingqi Gao, Changrui Chen, Jifei Song

Time-Aware Auto White Balance in Mobile Photography

Mahmoud Afifi, Luxi Zhao, Abhijith Punnappurath, Mohamed A. Abdelsalam, Ran Zhang

DeGauss: Dynamic-Static Decomposition with Gaussian Splatting for Distractor-free 3D Reconstruction

Rui Wang, Quentin Lohmeyer, Mirko Meboldt, Siyu Tang

Blind Noisy Image Deblurring Using Residual Guidance Strategy

Heyan Liu, Jianing Sun, Jun Liu, Xi-Le Zhao, Tingting Wu

SVTRv2: CTC Beats Encoder-Decoder Models in Scene Text Recognition

Yongkun Du, Zhineng Chen, Hongtao Xie, Caiyan Jia, Yu-Gang Jiang

Leveraging 2D Priors and SDF Guidance for Urban Scene Rendering

Siddharth Tourani, Jayaram Reddy, Akash Kumbar, Satyajit Tourani, Nishant Goyal

GeoDistill: Geometry-Guided Self-Distillation for Weakly Supervised Cross-View Localization

Shaowen Tong, Zimin Xia, Alexandre Alahi, Xuming He, Yujiao Shi

Self-Supervised Sparse Sensor Fusion for Long Range Perception

Edoardo Palladin, Samuel Brucker, Filippo Ghilotti, Praveen Narayanan, Mario Bijelic

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning

Ziqi Wang, Chang Che, Qi Wang, Yangyang Li, Zenglin Shi

SceneMI: Motion In-betweening for Modeling Human-Scene Interaction

Inwoo Hwang, Bing Zhou, Young Min Kim, Jian Wang, Chuan Guo

MaGS: Reconstructing and Simulating Dynamic 3D Objects with Mesh-adsorbed Gaussian Splatting

Shaojie Ma, Yawei Luo, Wei Yang, Yi Yang

MixANT: Observation-dependent Memory Propagation for Stochastic Dense Action Anticipation

Syed Talal Wasim, Hamid Suleman, Olga Zatsarynna, Muzammal Naseer, Juergen Gall

Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model

Shiming Chen, Bowen Duan, Salman Khan, Fahad Shahbaz Khan

DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding

Xiaoyi Bao, Chenwei Xie, Hao Tang, Tingyu Weng, Xiaofeng Wang

Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation

Andrea Simonelli, Norman Müller, Peter Kontschieder

Fish2Mesh Transformer: 3D Human Mesh Recovery from Egocentric Vision

Tianma Shen, Aditya Puranik, James Vong, Vrushabh Deogirikar, Ryan Fell

Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition

Jeonghyeok Do, Munchurl Kim

AJAHR: Amputated Joint Aware 3D Human Mesh Recovery

Hyunjin Cho, Giyun Choi, Jongwon Choi

End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation

Liwei Wang, Yanduo Zhang, Tao Lu, Fang Liu, Huiqin Zhang

Can Generative Geospatial Diffusion Models Excel as Discriminative Geospatial Foundation Models?

Yuru Jia, Valerio Marsocci, Ziyang Gong, Xue Yang, Maarten Vergauwen

Consistent Time-of-Flight Depth Denoising via Graph-Informed Geometric Attention

Weida Wang, Changyong He, Jin Zeng, Di Qiu

Staining and Locking Computer Vision Models Without Retraining

Oliver J. Sutton, Qinghua Zhou, George Leete, Alexander N. Gorban, Ivan Y. Tyukin

Open-World Skill Discovery from Unsegmented Demonstration Videos

Jingwen Deng, Zihao Wang, Shaofei Cai, Anji Liu, Yitao Liang

StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning

Chuxin Wang, Yixin Zha, Wenfei Yang, Tianzhu Zhang

TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning

Siqi Luo, Haoran Yang, Yi Xin, Mingyang Yi, Guangyang Wu

PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes

Ahmed Abdelreheem, Filippo Aleotti, Jamie Watson, Zawar Qureshi, Abdelrahman Eldesokey

Latent Diffusion Models with Masked AutoEncoders

Junho Lee, Jeongwoo Shin, Hyungwook Choi, Joonseok Lee

An Empirical Study of Autoregressive Pre-training from Videos

Jathushan Rajasegaran, Ilija Radosavovic, Rahul Ravishankar, Yossi Gandelsman, Christoph Feichtenhofer

3D Test-time Adaptation via Graph Spectral Driven Point Shift

Xin Wei, Qin Yang, Yijie Fang, Mingrui Zhu, Nannan Wang

Fine-grained Spatiotemporal Grounding on Egocentric Videos

Shuo Liang, Yiwu Zhong, Zi-Yuan Hu, Yeyao Tao, Liwei Wang

LHM: Large Animatable Human Reconstruction Model for Single Image to 3D in Seconds

Lingteng Qiu, Xiaodong Gu, Peihao Li, Qi Zuo, Weichao Shen