CVPR

Event Quality Score (EQS): Assessing the Realism of Simulated Event Camera Streams via Distances in Latent Space

Kaustav Chanda, Aayush Atul Verma, Arpitsinh Vaghela, Yezhou Yang, Bharatesh Chakravarthi

机构 * Arizona State University（亚利桑那州立大学） 纠错

Comments Accepted at 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW); Fifth International Workshop on Event-Based Vision

S-EO: A Large-Scale Dataset for Geometry-Aware Shadow Detection in Remote Sensing Applications

Elías Masquil, Roger Marí, Thibaud Ehret, Enric Meinhardt-Llopis, Pablo Musé, Gabriele Facciolo

机构 * IIE, Facultad de Ingeniería, Universidad de la República（拉普拉塔大学工程学院） ； Digital Sense（数字感知） ； Eurecat, Centre Tecnològic de Catalunya（加泰罗尼亚技术中心） ； Multimedia Technologies（多媒体技术） ； AMIAD, Pôle Recherche（AMIAD研究机构） ； Université Paris-Saclay, ENS Paris-Saclay, CNRS, Centre Borelli（巴黎-萨克雷大学、巴黎-萨克雷高等师范学院、国家科学研究中心、Borelli中心） 纠错

Comments Accepted at Earthvision 2025 (CVPR Workshop)

Continuous Locomotive Crowd Behavior Generation

Inhwan Bae, Junoh Lee, Hae-Gon Jeon

机构 * Gwangju Institute of Science and Technology（全州科学技术学院） 纠错

Comments Accepted at CVPR 2025. Project page: https://ihbae.com/publication/crowdes/

Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration

Zilong Huang, Jun He, Junyan Ye, Lihan Jiang, Weijia Li, Yiping Chen, Ting Han

机构 * Sun Yat-sen University（中山大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Science and Technology of China（中国科学技术大学） 纠错

Comments CVPR 2025, 11 pages, 7 figures

ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models

Fernando Julio Cendra, Kai Han

机构 * Visual AI Lab, The University of Hong Kong（香港大学视觉人工智能实验室） 纠错

Comments CVPR 2025, Project page: https://visual-ai.github.io/ice

HRAvatar: High-Quality and Relightable Gaussian Head Avatar

Dongbin Zhang, Yunfei Liu, Lijian Lin, Ye Zhu, Kangjie Chen, Minghan Qin, Yu Li, Haoqian Wang

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院，清华大学） ； International Digital Economy Academy (IDEA) Intern（国际数字经济发展学院（IDEA）实习生） 纠错

Comments Accepted to CVPR 2025,Project page: https://eastbeanzhang.github.io/HRAvatar

MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations

Ziyang Zhang, Yang Yu, Yucheng Chen, Xulei Yang, Si Yong Yeo

机构 * MedVisAI Lab（MedVisAI实验室） ； ECE, Northwestern University（电子工程系，西北大学） ； Institute for Infocomm Research (I 2 R), A*STAR, Singapore（信息与通信研究所（I2R），A*STAR，新加坡） ； Lee Kong Chian School of Medicine, Nanyang Technological University（Lee Kong Chian医学院，南洋理工大学） 纠错

Comments To be pubilshed in CVPR 2025

Exploring Temporally-Aware Features for Point Tracking

Inès Hyeonsu Kim, Seokju Cho, Jiahui Huang, Jung Yi, Joon-Young Lee, Seungryong Kim

机构 * KAIST AI（韩国科学技术院人工智能研究所） ； Adobe Research（Adobe研究院） 纠错

Comments CVPR 2025. Project page: https://cvlab-kaist.github.io/Chrono/

sEEG-based Encoding for Sentence Retrieval: A Contrastive Learning Approach to Brain-Language Alignment

Yijun Liu

Comments Accepted for poster presentation at the CVPR 2025 Workshop on Multimodal Foundation Models (MMFM3)

Visual Consensus Prompting for Co-Salient Object Detection

Jie Wang, Nana Yu, Zihao Zhang, Yahong Han

机构 * College of Intelligence and Computing, Tianjin University（智能与计算学院，天津大学） 纠错

Comments CVPR 2025

Retinex-guided Histogram Transformer for Mask-free Shadow Removal

Wei Dong, Han Zhou, Seyed Amirreza Mousavi, Jun Chen

机构 * McMaster University（麦 master 大学） 纠错

Comments Accpeted by CVPR 2025 NTIRE Workshop, Retinex Guidance, Histogram Transformer

Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design

Wei Dong, Yan Min, Han Zhou, Jun Chen

机构 * McMaster University（麦斯特大学） 纠错

Comments Accepted by CVPR 2025 NTIRE Workshop, Structure prior, CNN-Transformer, LLIE

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results

Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, XinCao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Hang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Nguyen Pham Hoang Le, An Dinh Thien, Son T. Luu, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan

机构 * NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results（NTIRE 2025 挑战赛） 纠错

Comments Challenge Report of CVPR NTIRE 2025; 26 pages; Methods from 32 teams

MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation

Jinnan Chen, Lingting Zhu, Zeyu Hu, Shengju Qian, Yugang Chen, Xin Wang, Gim Hee Lee

机构 * National University of Singapore（新加坡国立大学） ； The University of Hong Kong（香港大学） ； LIGHTSPEED 纠错

Comments CVPR 2025 Highlight: https://jinnan-chen.github.io/projects/MAR-3D/

AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360° Unbounded Scene Inpainting

Chung-Ho Wu, Yang-Jung Chen, Ying-Huan Chen, Jie-Ying Lee, Bo-Hsu Ke, Chun-Wei Tuan Mu, Yi-Chuan Huang, Chin-Yang Lin, Min-Hung Chen, Yen-Yu Lin, Yu-Lun Liu

机构 * National Yang Ming Chiao Tung University（国家阳明交通大学） ； NVIDIA（NVIDIA公司） 纠错

Comments Paper accepted to CVPR 2025. Project page: https://kkennethwu.github.io/aurafusion360/

Assessing and Learning Alignment of Unimodal Vision and Language Models

Le Zhang, Qian Yang, Aishwarya Agrawal

机构 * Mila - Quebec AI Institute（魁北克人工智能研究所） ； Université de Montréal（蒙特利尔大学） ； Canada CIFAR AI Chair（加拿大CIFAR人工智能 chair） 纠错

Comments CVPR 2025 Highlight

Improving Gaussian Splatting with Localized Points Management

Haosen Yang, Chenhao Zhang, Wenqing Wang, Marco Volino, Adrian Hilton, Li Zhang, Xiatian Zhu

机构 * University of Surrey（塞雷尔大学） ； Fudan University（复旦大学） 纠错

Comments CVPR 2025 (Highlight). Github: https://happy-hsy.github.io/projects/LPM/

Potential Field Based Deep Metric Learning

Shubhang Bhatnagar, Narendra Ahuja

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Accepted to CVPR 2025

Outlier-Robust Multi-Model Fitting on Quantum Annealers

Saurabh Pandey, Luca Magri, Federica Arrigoni, Vladislav Golyanik

机构 * MPI for Informatics, SIC（马克斯·普朗克信息研究所，SIC） ； Saarland University（萨尔兰大学） ； Politecnico di Milano（米兰理工学院） 纠错

Comments Accepted at CVPR 2025 Workshop "Image Matching: Local Features & Beyond"

CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning

Yang Yue, Yulin Wang, Chenxin Tao, Pan Liu, Shiji Song, Gao Huang

机构 * Tsinghua University（清华大学） ； PLA General Hospital（中国人民解放军总医院） 纠错

Comments Accepted by CVPR 2025

HAECcity: Open-Vocabulary Scene Understanding of City-Scale Point Clouds with Superpoint Graph Clustering

Alexander Rusnak, Frédéric Kaplan

机构 * École Polytechnique Fédérale de Lausanne（洛桑联邦理工学院） 纠错

Comments Accepted for publication through the upcoming CVPR Workshop on open scene understanding with foundation models (OPENSUN3D)

ODHSR: Online Dense 3D Reconstruction of Humans and Scenes from Monocular Videos

Zetong Zhang, Manuel Kaufmann, Lixin Xue, Jie Song, Martin R. Oswald

Comments Accepted at CVPR 2025

Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction

Dubing Chen, Huan Zheng, Jin Fang, Xingping Dong, Xianfei Li, Wenlong Liao, Tao He, Pai Peng, Jianbing Shen

Comments CVPR 2025

Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis

Zixuan Wang, Duo Peng, Feng Chen, Yuwei Yang, Yinjie Lei

Comments Accepted by CVPR2025

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model

Xiang Gao, Shuai Yang, Jiaying Liu

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2025)

UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed Integer Quadratic Programming

Hao Lin, Ke Wu, Jie Li, Jun Li, Wu-Jun Li

Comments 17 pages, 10 figures, CVPR 2025

AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis

Khiem Vuong, Anurag Ghosh, Deva Ramanan, Srinivasa Narasimhan, Shubham Tulsiani

Comments Appearing in CVPR 2025. Project page: https://aerial-megadepth.github.io

NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results

Xin Li, Kun Yuan, Bingchen Li, Fengbin Guan, Yizhen Shao, Zihao Yu, Xijun Wang, Yiting Lu, Wei Luo, Suhang Yao, Ming Sun, Chao Zhou, Zhibo Chen, Radu Timofte, Yabin Zhang, Ao-Xiang Zhang, Tianwu Zhi, Jianzhao Liu, Yang Li, Jingwen Xu, Yiting Liao, Yushen Zuo, Mingyang Wu, Renjie Li, Shengyun Zhong, Zhengzhong Tu, Yufan Liu, Xiangguang Chen, Zuowei Cao, Minhao Tang, Shan Liu, Kexin Zhang, Jingfen Xie, Yan Wang, Kai Chen, Shijie Zhao, Yunchen Zhang, Xiangkai Xu, Hong Gao, Ji Shi, Yiming Bao, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Ying Liang, Yiwen Wang, Xinning Chai, Yuxuan Zhang, Zhengxue Cheng, Yingsheng Qin, Yucai Yang, Rong Xie, Li Song, Wei Sun, Kang Fu, Linhan Cao, Dandan Zhu, Kaiwei Zhang, Yucheng Zhu, Zicheng Zhang, Menghan Hu, Xiongkuo Min, Guangtao Zhai, Zhi Jin, Jiawei Wu, Wei Wang, Wenjian Zhang, Yuhai Lan, Gaoxiong Yi, Hengyuan Na, Wang Luo, Di Wu, MingYin Bai, Jiawang Du, Zilong Lu, Zhenyu Jiang, Hui Zeng, Ziguan Cui, Zongliang Gan, Guijin Tang, Xinglin Xie, Kehuan Song, Xiaoqiang Lu, Licheng Jiao, Fang Liu, Xu Liu, Puhua Chen, Ha Thu Nguyen, Katrien De Moor, Seyed Ali Amirshahi, Mohamed-Chaker Larabi, Qi Tang, Linfeng He, Zhiyong Gao, Zixuan Gao, Guohua Zhang, Zhiye Huang, Yi Deng, Qingmiao Jiang, Lu Chen, Yi Yang, Xi Liao, Nourine Mohammed Nadir, Yuxuan Jiang, Qiang Zhu, Siyue Teng, Fan Zhang, Shuyuan Zhu, Bing Zeng, David Bull, Meiqin Liu, Chao Yao, Yao Zhao

Comments Challenge Report of NTIRE 2025; Methods from 18 Teams; Accepted by CVPR Workshop; 21 pages

EchoWorld: Learning Motion-Aware World Models for Echocardiography Probe Guidance

Yang Yue, Yulin Wang, Haojun Jiang, Pan Liu, Shiji Song, Gao Huang

Comments Accepted by CVPR 2025

RoboTwin: Dual-Arm Robot Benchmark with Generative Digital Twins

Yao Mu, Tianxing Chen, Zanxin Chen, Shijia Peng, Zhiqian Lan, Zeyu Gao, Zhixuan Liang, Qiaojun Yu, Yude Zou, Mingkun Xu, Lunkai Lin, Zhiqiang Xie, Mingyu Ding, Ping Luo

Comments CVPR 2025 Highlight. 22 pages. Project page: https://robotwin-benchmark.github.io/