IEEE TPAMI

PC-SRGAN: Physically Consistent Super-Resolution Generative Adversarial Network for General Transient Simulations

Md Rakibul Hasan, Pouria Behnoudfar, Dan MacKinlay, Thomas Poulet

机构 * Commonwealth Scientific and Industrial Research Organisation (CSIRO) Mineral Resources（共同科学与工业研究组织（CSIRO）矿产资源部） ； Department of Mathematics, University of Wisconsin-Madison（威斯康星大学麦迪逊分校数学系） ； Commonwealth Scientific and Industrial Research Organisation (CSIRO) Data61（共同科学与工业研究组织（CSIRO）Data61） ； School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University（Curtin大学电气工程、计算与数学科学学院） ； Department of Electrical and Electronic Engineering, BRAC University（BRAC大学电子与电气工程系） 纠错

Comments 11 pages, combining the main content and the appendices, unlike having them separated in the published version at IEEE Xplore (https://doi.org/10.1109/TPAMI.2025.3596647)

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2025) 1-8

A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends

Junjun Jiang, Zengyuan Zuo, Gang Wu, Kui Jiang, Xianming Liu

机构 * School of Computer Science and Technology, Harbin Institute of Technology（计算机科学与技术学院，哈尔滨工业大学） 纠错

Comments IEEE Transactions on Pattern Analysis and Machine Intelligence

Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting

Tianxiang Zhan, Yuanpeng He, Yong Deng, Zhen Li, Wenjie Du, Qingsong Wen

机构 * Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China（电子科技大学基础与前沿科学学院） ； Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education（北京大学高可信软件技术重点实验室） ； School of Computer Science, Peking University（北京大学计算机学院） ； China Mobile Information Technology Center（中国移动信息科技中心） ； PyPOTS Research（PyPOTS研究团队） ； Squirrel Ai Learning 纠错

Comments Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence 2025

VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge

Zihan Li, Diping Song, Zefeng Yang, Deming Wang, Fei Li, Xiulan Zhang, Paul E. Kinahan, Yu Qiao

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； University of Washington（华盛顿大学） ； Shenzhen Institutes of Advanced Technology（深圳先进技术研究所） ； Chinese Academy of Sciences（中国科学院） ； State Key Laboratory of Ophthalmology（眼科学国家重点实验室） ； Zhongshan Ophthalmic Center（中山眼科中心） ； Sun Yat-sen University（中山大学） ； Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science（广东省眼科学与视觉科学重点实验室） ； Guangdong Provincial Clinical Research Center for Ocular Diseases（广东省眼科临床研究中心） ； Department of Bioengineering（生物工程系） ； Department of Radiology（放射科） 纠错

Comments Accepted by IEEE TPAMI, 14 pages, 15 tables, 4 figures with Appendix

DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion

Huiguo He, Huan Yang, Zixi Tuo, Yuan Zhou, Qiuyue Wang, Yuhang Zhang, Zeyu Liu, Wenhao Huang, Hongyang Chao, Jian Yin

机构 * School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） ； School of Artificial Intelligence, Sun Yat-sen University（中山大学人工智能学院） 纠错

Comments Accepted by TPAMI