binarized-neural-networks topic

List binarized-neural-networks repositories

compute-engine

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Highly optimized inference engine for Binarized Neural Networks

MST

503
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A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

larq

691
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An Open-Source Library for Training Binarized Neural Networks

awesome-model-quantization

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A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (pape...

scarpet-nn

144
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Tools and libraries to run neural networks in Minecraft :pick:

zoo

103
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Reference implementations of popular Binarized Neural Networks

rethinking-bnn-optimization

72
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Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"

Pytorch_Quantize_impls

72
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Some recent Quantizing techniques on PyTorch

quantized-nets

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Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.

BiBench

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This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.