nncodec

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d-becking / nncodec-icml-2023-demo

This repository is for reproducing the results shown in the NNCodec ICML Workshop paper. Additionally, it includes a demo, prepared for the Neural Compression Workshop (NCW).

neural-network entropy-coding neural-network-compression cabac efficient-deep-learning nnc nncodec deepcabac iso-iec-15938-17

Updated Aug 3, 2023
Python

d-becking / ECQx

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ECQx: Explainability-Driven Quantization for Low-Bit and Sparse DNNs

neural-network compression-algorithm xai lrp entropy-regularizer quantization-aware-training zennit nncodec ecqx

Updated Jun 6, 2024
Python

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