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IEEE Transactions on Neural Networks and Learning Systems|October 16, 2020
Realization of Spatial Sparseness by Deep ReLU Nets With Massive DataCharles K Chui, Shao-Bo Lin, Bo Zhang, et al.IEEE Transactions on Pattern Analysis and Machine Intelligence|October 20, 2020
Depth Selection for Deep ReLU Nets in Feature Extraction and GeneralizationZhi Han, Siquan Yu, Shao-Bo Lin, et al.Neural Networks : the Official Journal of the International Neural Network Society|February 10, 2020
Theory of deep convolutional neural networks: DownsamplingDing-Xuan ZhouNeural Networks : the Official Journal of the International Neural Network Society|July 30, 2017
Limitations of shallow nets approximationShao-Bo LinIEEE Transactions on Neural Networks and Learning Systems|October 4, 2018
Generalization and Expressivity for Deep NetsShao-Bo LinNeural Computation|January 18, 2017
Analysis of Online Composite Mirror Descent AlgorithmYunwen Lei, Ding-Xuan ZhouNeural Computation|November 18, 2024
Generalization Analysis of Transformers in Distribution RegressionPeilin Liu, Ding-Xuan ZhouIEEE Transactions on Neural Networks and Learning Systems|April 25, 2017
Online Learning Algorithms Can Converge Comparably Fast as Batch LearningJunhong Lin, Ding-Xuan ZhouIEEE Transactions on Visualization and Computer Graphics|November 15, 2008
Flow-based image abstractionHenry Kang, Seungyong Lee, Charles K ChuiPageof 1,124