高校专区

The University of Hong Kong（香港大学）

2026-01-29 至 2026-01-29 共收录 2 篇

2601.20227 2026-01-29 cs.LG cs.AI cs.NA math.NA

ProFlow: Zero-Shot Physics-Consistent Sampling via Proximal Flow Guidance

ProFlow：通过近端流引导实现零样本物理一致采样

Zichao Yu, Ming Li, Wenyi Zhang, Difan Zou, Weiguo Gao

机构 * University of Science ； School of Mathematical Sciences, Fudan University, Shanghai 200433, China ； Department of Electronic Engineering ； Information Science, University of Science ； School of Computing ； Data Science, The University of Hong Kong ； School of Mathematical Sciences, Fudan University, Shanghai 200433, China \& Shanghai Key Laboratory of Contemporary Applied Mathematics, Shanghai 200433, China

AI总结 ProFlow通过近端引导框架实现零样本物理一致采样，有效平衡物理约束与生成先验的统计结构。

2507.02268 2026-01-29 cs.CV eess.IV

Cross-domain Hyperspectral Image Classification based on Bi-directional Domain Adaptation

基于双向领域适应的跨领域超分辨率图像分类

Yuxiang Zhang, Wei Li, Wen Jia, Mengmeng Zhang, Ran Tao, Shunlin Liang

机构 * Jockey Club STEM Laboratory of Quantitative Remote Sensing, Department of Geography, the University of Hong Kong（香港大学地理系定量遥感实验室）； School of Information and Electronics, Beijing Institute of Technology（北京理工大学信息与电子学院）； Institute of Forest Resource Information Techniques, Chinese Academy of Forestry（中国林业科学研究院森林资源信息技术研究所）

AI总结本文提出了一种双向领域适应框架，通过提取领域不变特征和领域特定信息提升跨领域高光谱图像分类性能。