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• Space-Time Deep Neural Network Approximations for High-Dimensional Partial Differential Equations

  Fabian Hornung, Arnulf Jentzen, Diyora Salimova

  2025-07-12

  6342 554 Pages:918-975

• An Acceleration Strategy for Randomize-Then-Optimize Sampling via Deep Neural Networks

  Liang Yan, Tao Zhou

  2021-11-19

  42827 3661 Pages:848-864

• ReLU Deep Neural Networks and Linear Finite Elements

  Juncai He, Lin Li, Jinchao Xu, Chunyue Zheng

  2020-03-24

  58562 3612 Pages:502-527

• Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection

  Penghang Yin, Shuai Zhang, Yingyong Qi, Jack Xin

  2019-04-29

  65313 3632 Pages:349-359

• Convergence of Backpropagation with Momentum for Network Architectures with Skip Connections

  Chirag Agarwal, Joe Klobusicky, Dan Schonfeld

  2021-06-10

  42020 4465 Pages:147-158