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  1. mandt-lab/RD-sandwich mandt-lab/RD-sandwich Public

    Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"

    Python 10 3

  2. mandt-lab/improving-inference-for-neural-image-compression mandt-lab/improving-inference-for-neural-image-compression Public

    Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"

    Python 45 7

  3. mandt-lab/vbq mandt-lab/vbq Public

    Official code for ICML 2020 paper "Variational Bayesian Quantization"

    Python 22 7

  4. PRMLPY PRMLPY Public

    Python demos for Chris Bishop's PRML textbook, and other machine learning stuff

    Jupyter Notebook 23 14

  5. mandt-lab/shallow-ntc mandt-lab/shallow-ntc Public

    Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023

    Jupyter Notebook 23 1

  6. wgd wgd Public

    Official project page for Estimating the Rate-Distortion Function by Wasserstein Gradient Descent

    Jupyter Notebook 11 2