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• Loss Spike in Training Neural Networks

  Xiaolong Li, Zhi-Qin John Xu, Zhongwang Zhang

  2026-04-15

  3298 203 Pages:369-393

• 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

• A Neuron-Wise Subspace Correction Method for the Finite Neuron Method

  Jongho Park, Jinchao Xu, Xiaofeng Xu

  2025-10-30

  4485 302 Pages:1488-1511

• Element Learning: A Systematic Approach of Accelerating Finite Element-Type Methods via Machine Learning, with Applications to Radiative Transfer

  Shukai Du, Samuel N. Stechmann

  2026-02-15

  2740 328 Pages:1-34

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

  Liang Yan, Tao Zhou

  2021-11-19

  42827 3661 Pages:848-864