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  1. Tutorial_BayesianCompressionForDL Tutorial_BayesianCompressionForDL Public

    A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).

    Python 201 48

  2. Tutorial-SoftWeightSharingForNNCompression Tutorial-SoftWeightSharingForNNCompression Public

    A tutorial on 'Soft weight-sharing for Neural Network compression' published at ICLR2017

    Jupyter Notebook 146 30

  3. Pytorch-Backprojection Pytorch-Backprojection Public

    This code accompanies "Differentiable probabilistic models of scientific imaging with the Fourier slice theorem", UAI 2019

    Jupyter Notebook 35 10

  4. binary-VAE binary-VAE Public

    A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.

    Python 19 3

  5. facebookresearch/NeuralCompression facebookresearch/NeuralCompression Public

    A collection of tools for neural compression enthusiasts.

    Python 463 42

  6. YannDubs/lossyless YannDubs/lossyless Public

    Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

    Python 107 9