Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation using Compact Implicit Layers

1 code implementation • 30 Jun 2023 • Bar Lerer, Ido Ben-Yair, Eran Treister

We present a deep learning-based iterative approach to solve the discrete heterogeneous Helmholtz equation for high wavenumbers.

Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations

no code implementations • NeurIPS Workshop DLDE 2021 • Ido Ben-Yair, Gil Ben Shalom, Moshe Eliasof, Eran Treister

Quantization of Convolutional Neural Networks (CNNs) is a common approach to ease the computational burden involved in the deployment of CNNs, especially on low-resource edge devices.

Autonomous Driving Image Classification +2