Huazhong University of Science and Technology（华中科技大学）

Dimensionality reduction and width of deep neural networks based on topological degree theory

Xiao-Song Yang

机构 * School of Mathematics and Statistics, Huazhong University of Science and Technology（数学与统计学学院，华中科技大学） ； Hubei Key Laboratory of Engineering Modeling and Scientific Computing , Huazhong University of Science and Technology（工程建模与科学计算湖北省重点实验室，华中科技大学） 纠错

High-resolution Photo Enhancement in Real-time: A Laplacian Pyramid Network

Feng Zhang, Haoyou Deng, Zhiqiang Li, Lida Li, Bin Xu, Qingbo Lu, Zisheng Cao, Minchen Wei, Changxin Gao, Nong Sang, Xiang Bai

机构 * National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology（国家多谱段信息智能处理技术重点实验室，人工智能与自动化学院，华中科技大学） ； DJI Technology Co., Ltd.（大疆技术创新有限公司） ； Color, Imaging, and Illumination Laboratory, The Hong Kong Polytechnic University（色彩、成像与照明实验室，香港理工大学） ； School of Software Engineering, Huazhong University of Science and Technology（软件工程学院，华中科技大学） 纠错

Comments accepted by TPAMI 2025