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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 47 7

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

   Official code for ICML 2020 paper "Variational Bayesian Quantization"

   Python 23 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 27 1

6. wgd wgd Public

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

   Jupyter Notebook 16 2