CVPR 2025

2,871 papers

Active Data Curation Effectively Distills Large-Scale Multimodal Models

Vishaal Udandarao, Nikhil Parthasarathy, Muhammad Ferjad Naeem, Talfan Evans, Samuel Albanie

TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models

Xin Wang, Kai Chen, Jiaming Zhang, Jingjing Chen, Xingjun Ma

Lifting Motion to the 3D World via 2D Diffusion

Jiaman Li, C. Karen Liu, Jiajun Wu

COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training

Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu, Stephan Alaniz, Zeynep Akata

Video Language Model Pretraining with Spatio-temporal Masking

Yue Wu, Zhaobo Qi, Junshu Sun, Yaowei Wang, Qingming Huang

SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning

Fida Mohammad Thoker, Letian Jiang, Chen Zhao, Bernard Ghanem

From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective

Chen Zhao, Zhizhou Chen, Yunzhe Xu, Enxuan Gu, Jian Li

An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models

Wentao Qu, Jing Wang, Yongshun Gong, Xiaoshui Huang, Liang Xiao

FLAVC: Learned Video Compression with Feature Level Attention

Chun Zhang, Heming Sun, Jiro Katto

SimVS: Simulating World Inconsistencies for Robust View Synthesis

Alex Trevithick, Roni Paiss, Philipp Henzler, Dor Verbin, Rundi Wu

Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training

Gen Luo, Xue Yang, Wenhan Dou, Zhaokai Wang, Jiawen Liu

Active Event-based Stereo Vision

Jianing Li, Yunjian Zhang, Haiqian Han, Xiangyang Ji

Taxonomy-Aware Evaluation of Vision-Language Models

Vésteinn Snæbjarnarson, Kevin Du, Niklas Stoehr, Serge Belongie, Ryan Cotterell

SOAP: Vision-Centric 3D Semantic Scene Completion with Scene-Adaptive Decoder and Occluded Region-Aware View Projection

Hyo-Jun Lee, Yeong Jun Koh, Hanul Kim, Hyunseop Kim, Yonguk Lee

OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts

Yuxuan Wang, Yueqian Wang, Bo Chen, Tong Wu, Dongyan Zhao

Robust Multi-Object 4D Generation for In-the-wild Videos

Wen-Hsuan Chu, Lei Ke, Jianmeng Liu, Mingxiao Huo, Pavel Tokmakov

AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data

Zengqun Zhao, Ziquan Liu, Yu Cao, Shaogang Gong, Ioannis Patras

Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening

Yinghui Xing, Litao Qu, Shizhou Zhang, Di Xu, Yingkun Yang

DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models

Haoyang Li, Liang Wang, Chao Wang, Jing Jiang, Yan Peng

FedCS: Coreset Selection for Federated Learning

Chenhe Hao, Weiying Xie, Daixun Li, Haonan Qin, Hangyu Ye

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer

Hao Chen, Ze Wang, Xiang Li, Ximeng Sun, Fangyi Chen

GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning

Lin Bie, Shouan Pan, Siqi Li, Yining Zhao, Yue Gao

HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models

Mingzhen Huang, Fu-Jen Chu, Bugra Tekin, Kevin J. Liang, Haoyu Ma

Synergizing Motion and Appearance: Multi-Scale Compensatory Codebooks for Talking Head Video Generation

Shuling Zhao, Fa-Ting Hong, Xiaoshui Huang, Dan Xu

Revisiting Audio-Visual Segmentation with Vision-Centric Transformer

Shaofei Huang, Rui Ling, Tianrui Hui, Hongyu Li, Xu Zhou

The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers

Daiqing Qi, Handong Zhao, Jing Shi, Simon Jenni, Yifei Fan

DOF-GS: Adjustable Depth-of-Field 3D Gaussian Splatting for Post-Capture Refocusing, Defocus Rendering and Blur Removal

Yujie Wang, Praneeth Chakravarthula, Baoquan Chen

ManiVideo: Generating Hand-Object Manipulation Video with Dexterous and Generalizable Grasping

Youxin Pang, Ruizhi Shao, Jiajun Zhang, Hanzhang Tu, Yun Liu

AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion

Mingzhen Sun, Weining Wang, Gen Li, Jiawei Liu, Jiahui Sun

Generative Image Layer Decomposition with Visual Effects

Jinrui Yang, Qing Liu, Yijun Li, Soo Ye Kim, Daniil Pakhomov

Coherent 3D Portrait Video Reconstruction via Triplane Fusion

Shengze Wang, Xueting Li, Chao Liu, Matthew Chan, Michael Stengel

Generative Map Priors for Collaborative BEV Semantic Segmentation

Jiahui Fu, Yue Gong, Luting Wang, Shifeng Zhang, Xu Zhou

LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging

Maximilian Rokuss, Yannick Kirchhoff, Seval Akbal, Balint Kovacs, Saikat Roy

PAVE: Patching and Adapting Video Large Language Models

Zhuoming Liu, Yiquan Li, Khoi Duc Nguyen, Yiwu Zhong, Yin Li

Action Detail Matters: Refining Video Recognition with Local Action Queries

Mengmeng Wang, Zeyi Huang, Xiangjie Kong, Guojiang Shen, Guang Dai

Samba: A Unified Mamba-based Framework for General Salient Object Detection

Jiahao He, Keren Fu, Xiaohong Liu, Qijun Zhao

Assessing and Learning Alignment of Unimodal Vision and Language Models

Le Zhang, Qian Yang, Aishwarya Agrawal

FIRE: Robust Detection of Diffusion-Generated Images via Frequency-Guided Reconstruction Error

Beilin Chu, Xuan Xu, Xin Wang, Yufei Zhang, Weike You

Learning Temporally Consistent Video Depth from Video Diffusion Priors

Jiahao Shao, Yuanbo Yang, Hongyu Zhou, Youmin Zhang, Yujun Shen

CompGS: Unleashing 2D Compositionality for Compositional Text-to-3D via Dynamically Optimizing 3D Gaussians

Chongjian GE, Chenfeng Xu, Yuanfeng Ji, Chensheng Peng, Masayoshi Tomizuka

Embodied Scene Understanding for Vision Language Models via MetaVQA

Weizhen Wang, Chenda Duan, Zhenghao Peng, Yuxin Liu, Bolei Zhou

Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks

Nina Shvetsova, Arsha Nagrani, Bernt Schiele, Hilde Kuehne, Christian Rupprecht

Dual Exposure Stereo for Extended Dynamic Range 3D Imaging

Juhyung Choi, Jinnyeong Kim, Seokjun Choi, Jinwoo Lee, Samuel Brucker

OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation

Pengfei Zhou, Xiaopeng Peng, Jiajun Song, Chuanhao Li, Zhaopan Xu

Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning

Maosen Zhao, Pengtao Chen, Chong Yu, Yan Wen, Xudong Tan

3D-GSW: 3D Gaussian Splatting for Robust Watermarking

Youngdong Jang, Hyunje Park, Feng Yang, Heeju Ko, Euijin Choo

FrugalNeRF: Fast Convergence for Extreme Few-shot Novel View Synthesis without Learned Priors

Chin-Yang Lin, Chung-Ho Wu, Chang-Han Yeh, Shih-Han Yen, Cheng Sun

Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation

Junjie Chen, Weilong Chen, Yifan Zuo, Yuming Fang

DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution

Xingyuan Li, Zirui Wang, Yang Zou, Zhixin Chen, Jun Ma

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering

Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing

Niu Lian, Jun Li, Jinpeng Wang, Ruisheng Luo, Yaowei Wang

GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities

Rao Fu, Dingxi Zhang, Alex Jiang, Wanjia Fu, Austin Funk

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Junlong Cheng, BIN FU, Jin Ye, Guoan Wang, Tianbin Li

Taming Video Diffusion Prior with Scene-Grounding Guidance for 3D Gaussian Splatting from Sparse Inputs

Yingji Zhong, Zhihao Li, Dave Zhenyu Chen, Lanqing Hong, Dan Xu

FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering

Jingqiu Zhou, Lue Fan, Linjiang Huang, Xiaoyu Shi, Si Liu

EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights

Zhenghao Xing, Hao Chen, Binzhu Xie, Jiaqi Xu, Ziyu Guo

Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images

Tai D. Nguyen, Aref Azizpour, Matthew C. Stamm

Empowering Large Language Models with 3D Situation Awareness

Zhihao Yuan, Yibo Peng, Jinke Ren, Yinghong Liao, Yatong Han

EAP-GS: Efficient Augmentation of Pointcloud for 3D Gaussian Splatting in Few-shot Scene Reconstruction

Dongrui Dai, Yuxiang Xing

MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World

Ankit Dhiman, Manan Shah, R Venkatesh Babu

Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization

Feifei Li, Mi Zhang, Yiming Sun, Min Yang

Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models

Jin Wang, Chenghui Lv, Xian Li, Shichao Dong, Huadong Li

CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation

Kai Fang, Anqi Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu

VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary

Kevin Qinghong Lin, Mike Zheng Shou

Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection

Jia Guo, Shuai Lu, Weihang Zhang, Fang Chen, Huiqi Li

OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP

Mohamad Hassan N C, Divyam Gupta, Mainak Singha, Sai Bhargav Rongali, Ankit Jha

Temporal Alignment-Free Video Matching for Few-shot Action Recognition

SuBeen Lee, WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation

Jiao Xu, Xin Chen, Lihe Zhang

FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems

Matthieu Terris, Ulugbek S. Kamilov, Thomas Moreau

Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation

Fu Feng, Yucheng Xie, Xu Yang, Jing Wang, Xin Geng

Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models

Daniel Samira, Edan Habler, Yuval Elovici, Asaf Shabtai

Satellite to GroundScape - Large-scale Consistent Ground View Generation from Satellite Views

Ningli Xu, Rongjun Qin

M3amba: Memory Mamba is All You Need for Whole Slide Image Classification

Tingting Zheng, Kui Jiang, Yi Xiao, Sicheng Zhao, Hongxun Yao

SPC-GS: Gaussian Splatting with Semantic-Prompt Consistency for Indoor Open-World Free-view Synthesis from Sparse Inputs

Guibiao Liao, Qing Li, Zhenyu Bao, Guoping Qiu, Kanglin Liu

ESCAPE: Equivariant Shape Completion via Anchor Point Encoding

Burak Bekci, Nassir Navab, Federico Tombari, Mahdi Saleh

Camera Resection from Known Line Pencils and a Radially Distorted Scanline

Juan C. Dibene, Enrique Dunn

Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning

Huu Binh Ta, Duc Nguyen, Quyen Tran, Toan Tran, Tung Pham

RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety

Andrei Dumitriu, Florin Tatui, Florin Miron, Aakash Ralhan, Radu Tudor Ionescu

GenAssets: Generating in-the-wild 3D Assets in Latent Space

Ze Yang, Jingkang Wang, Haowei Zhang, Sivabalan Manivasagam, Yun Chen

PRaDA: Projective Radial Distortion Averaging

Daniil Sinitsyn, Linus Harenstam-Nielsen, Daniel Cremers

AnimateAnything: Consistent and Controllable Animation for Video Generation

Guojun Lei, Chi Wang, Rong Zhang, Yikai Wang, Hong Li

Population Normalization for Federated Learning

Zhuoyao Wang, Fan Yi, Peizhu Gong, Caitou He, Cheng Jin

RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins

Yao Mu, Tianxing Chen, Zanxin Chen, Shijia Peng, Zhiqian Lan

PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models

Jenny Schmalfuss, Nadine Chang, Vibashan VS, Maying Shen, Andrés Bruhn

Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation

Byung Hyun Lee, Sungjin Lim, Se Young Chun

Practical Solutions to the Relative Pose of Three Calibrated Cameras

Charalambos Tzamos, Viktor Kocur, Yaqing Ding, Daniel Barath, Zuzana Berger Haladova

Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable

Xin Jin, Simon Niklaus, Zhoutong Zhang, Zhihao Xia, Chunle Guo

Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy

Zaijing Li, Yuquan Xie, Rui Shao, Gongwei Chen, Dongmei Jiang

Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency

Yikai Wang, Chenjie Cao, Junqiu Yu, Ke Fan, Xiangyang Xue

SKDream: Controllable Multi-view and 3D Generation with Arbitrary Skeletons

Yuanyou Xu, Zongxin Yang, Yi Yang

GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation

Ning Gao, Yilun Chen, Shuai Yang, Xinyi Chen, Yang Tian

HELVIPAD: A Real-World Dataset for Omnidirectional Stereo Depth Estimation

Mehdi Zayene, Jannik Endres, Albias Havolli, Charles Corbière, Salim Cherkaoui

GIF: Generative Inspiration for Face Recognition at Scale

Saeed Ebrahimi, Sahar Rahimi, Ali Dabouei, Srinjoy Das, Jeremy M. Dawson

Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning

Qianli Ma, Xuefei Ning, Dongrui Liu, Li Niu, Linfeng Zhang

CraftsMan3D: High-fidelity Mesh Generation with 3D Native Diffusion and Interactive Geometry Refiner

Weiyu Li, Jiarui Liu, Hongyu Yan, Rui Chen, Yixun Liang

Closest Neighbors are Harmful for Lightweight Masked Auto-encoders

Jian Meng, Ahmed Hasssan, Li Yang, Deliang Fan, Jinwoo Shin

CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI

Siyuan Cheng, Lingjuan Lyu, Zhenting Wang, Xiangyu Zhang, Vikash Sehwag

Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection

Jikang Cheng, Zhiyuan Yan, Ying Zhang, Li Hao, Jiaxin Ai

LT3SD: Latent Trees for 3D Scene Diffusion

Quan Meng, Lei Li, Matthias Nießner, Angela Dai

Erasing Undesirable Influence in Diffusion Models

Jing Wu, Trung Le, Munawar Hayat, Mehrtash Harandi