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@BGUCompSci

BGU Computational Science

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  1. WaveletCompressedConvolution WaveletCompressedConvolution Public

    Official implementation for Wavelet Feature Maps Compression for Image-to-Image CNNs, NeurIPS 2022.

    Python 34 4

  2. DiffGCNs.py DiffGCNs.py Public

    DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling

    Python 7

  3. ShapeReconstructionPaLS.jl ShapeReconstructionPaLS.jl Public

    Multimodal 3D shape reconstruction using parametric level set methods.

    Julia 4

  4. CompactImplicitHelmholtz CompactImplicitHelmholtz Public

    Official implementation for "Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation using Compact Implicit Layers", SIAM Journal on Scientific Computing, 2024

    Python 3

  5. HelmholtzAccCNN.jl HelmholtzAccCNN.jl Public

    Solution of the Helmholtz equation using multigrid with CNN acceleration.

    Julia 2 2

  6. GraphLaplacianEstimationProxNewton GraphLaplacianEstimationProxNewton Public

    A Matlab package for Efficient Graph Laplacian Estimation by the Proximal Newton method.

    MATLAB

Repositories

Showing 8 of 8 repositories
  • CompactImplicitHelmholtz Public

    Official implementation for "Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation using Compact Implicit Layers", SIAM Journal on Scientific Computing, 2024

    BGUCompSci/CompactImplicitHelmholtz’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Mar 13, 2024
  • GraphLaplacianEstimationProxNewton Public

    A Matlab package for Efficient Graph Laplacian Estimation by the Proximal Newton method.

    BGUCompSci/GraphLaplacianEstimationProxNewton’s past year of commit activity
    MATLAB 0 0 0 0 Updated Feb 28, 2024
  • MultigridInChannelsCNNs Public

    A repository for multigrid-in-channels CNN architectures

    BGUCompSci/MultigridInChannelsCNNs’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jun 1, 2023
  • HelmholtzAccCNN.jl Public

    Solution of the Helmholtz equation using multigrid with CNN acceleration.

    BGUCompSci/HelmholtzAccCNN.jl’s past year of commit activity
    Julia 2 MIT 2 0 0 Updated Mar 5, 2023
  • WaveletCompressedConvolution Public

    Official implementation for Wavelet Feature Maps Compression for Image-to-Image CNNs, NeurIPS 2022.

    BGUCompSci/WaveletCompressedConvolution’s past year of commit activity
    Python 34 MIT 4 1 0 Updated Oct 12, 2022
  • CNNQuantizationThroughPDEs Public

    Code repository for the paper Quantized Convolutional Neural Networks Through the Lens of Partial Differential Equations

    BGUCompSci/CNNQuantizationThroughPDEs’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 15, 2022
  • DiffGCNs.py Public

    DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling

    BGUCompSci/DiffGCNs.py’s past year of commit activity
    Python 7 MIT 0 1 0 Updated Dec 23, 2020
  • ShapeReconstructionPaLS.jl Public

    Multimodal 3D shape reconstruction using parametric level set methods.

    BGUCompSci/ShapeReconstructionPaLS.jl’s past year of commit activity
    Julia 4 MIT 0 1 0 Updated Dec 8, 2019

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