MgNet: A Unified Framework of Multigrid and Convolutional Neural Network

29 January 2019

Papers citing "MgNet: A Unified Framework of Multigrid and Convolutional Neural Network"

7 / 7 papers shown

Title
Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNets Antonia van Betteray Matthias Rottmann Karsten Kahl 51 0 0 13 Mar 2025
Adaptive Multilevel Neural Networks for Parametric PDEs with Error Estimation Janina Enrica Schutte Martin Eigel AI4CE 34 2 0 19 Mar 2024
Double-well Net for Image Segmentation Haotian Liu Jun Liu Raymond H. F. Chan Xue-Cheng Tai 55 7 0 31 Dec 2023
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks X. Tai Hao Liu Raymond H. F. Chan 41 10 0 18 Jul 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model Junying Meng Weihong Guo Jun Liu Mingrui Yang 24 1 0 25 Jun 2023
Error Analysis of Physics-Informed Neural Networks for Approximating Dynamic PDEs of Second Order in Time Y. Qian Yongchao Zhang Yuanfei Huang S. Dong PINN 26 1 0 22 Mar 2023
Overview frequency principle/spectral bias in deep learning Z. Xu Tao Luo Yaoyu Zhang FaML 35 66 0 19 Jan 2022