Theory of the Frequency Principle for General Deep Neural Networks

Theory of the Frequency Principle for General Deep Neural Networks

21 June 2019

Zhi-Qin John Xu

Papers citing "Theory of the Frequency Principle for General Deep Neural Networks"

14 / 14 papers shown

Title
GlobalMamba: Global Image Serialization for Vision Mamba Chengkun Wang Wenzhao Zheng Jie Zhou Jiwen Lu Mamba 40 0 0 14 Oct 2024
Machine learning and domain decomposition methods -- a survey A. Klawonn M. Lanser J. Weber AI4CE 24 7 0 21 Dec 2023
Phase-shifted Adversarial Training Yeachan Kim Seongyeon Kim Ihyeok Seo Bonggun Shin AAML OOD 24 0 0 12 Jan 2023
Wavelet Regularization Benefits Adversarial Training Jun Yan Huilin Yin Xiaoyang Deng Zi-qin Zhao Wancheng Ge Hao Zhang Gerhard Rigoll AAML 19 2 0 08 Jun 2022
Overview frequency principle/spectral bias in deep learning Z. Xu Yaoyu Zhang Tao Luo FaML 33 66 0 19 Jan 2022
Embedding Principle: a hierarchical structure of loss landscape of deep neural networks Yaoyu Zhang Yuqing Li Zhongwang Zhang Tao Luo Z. Xu 29 21 0 30 Nov 2021
The Discovery of Dynamics via Linear Multistep Methods and Deep Learning: Error Estimation Q. Du Yiqi Gu Haizhao Yang Chao Zhou 26 20 0 21 Mar 2021
Reproducing Activation Function for Deep Learning Senwei Liang Liyao Lyu Chunmei Wang Haizhao Yang 36 21 0 13 Jan 2021
Frequency Principle in Deep Learning Beyond Gradient-descent-based Training Yuheng Ma Zhi-Qin John Xu Jiwei Zhang 21 7 0 04 Jan 2021
Fourier-domain Variational Formulation and Its Well-posedness for Supervised Learning Tao Luo Zheng Ma Zhiwei Wang Zhi-Qin John Xu Yaoyu Zhang OOD 44 4 0 06 Dec 2020
Wide-band butterfly network: stable and efficient inversion via multi-frequency neural networks Matthew T.C. Li L. Demanet Leonardo Zepeda-Núnez 35 8 0 24 Nov 2020
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks Blake Bordelon Abdulkadir Canatar Cengiz Pehlevan 146 201 0 07 Feb 2020
Multi-scale Deep Neural Networks for Solving High Dimensional PDEs Wei Cai Zhi-Qin John Xu AI4CE 16 38 0 25 Oct 2019
A Phase Shift Deep Neural Network for High Frequency Approximation and Wave Problems Wei Cai Xiaoguang Li Lizuo Liu 17 84 0 23 Sep 2019