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203

1.8k

unknown

61

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...

awesome binarization quantization deep-learning binary-network model-compression model-acceleration model-quantization efficient-deep-learning binarized-neural-networks lightweight-neural-network

Created 2018-10-18

295 commits to master branch, last one 5 months ago

larq larq

84

702

apache-2.0

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An Open-Source Library for Training Binarized Neural Networks

larq keras binder python tensorflow deep-learning machine-learning binarized-neural-networks quantized-neural-networks

Created 2019-03-18

736 commits to main branch, last one about a month ago

MST caiyuanhao1998

70

635

mit

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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.

bnn qnn ntire transformer image-restoration hyperspectral-images spectral-reconstruction binarized-neural-networks snapshot-compressive-imaging

Created 2022-03-04

252 commits to main branch, last one 3 months ago

compute-engine larq

34

242

apache-2.0

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Highly optimized inference engine for Binarized Neural Networks

bnn larq mlir simd armv7 armv8 keras tflite aarch32 aarch64 android inference tensorflow raspberry-pi binarized-neural-networks

Created 2019-08-29

591 commits to main branch, last one about a month ago

scarpet-nn ashutoshbsathe

7

146

gpl-3.0

8

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

minecraft neural-networks binarized-neural-networks neural-network-compression

Created 2020-04-22

74 commits to master branch, last one 3 years ago

zoo larq

18

104

apache-2.0

14

Reference implementations of popular Binarized Neural Networks

larq keras python tensorflow deep-learning neural-networks machine-learning pretrained-models reproducible-research binarized-neural-networks

Created 2019-05-02

439 commits to main branch, last one 17 days ago

BiBench htqin

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unknown

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

benchmark icml-2023 binarization model-compression model-quantization binary-neural-networks binarized-neural-networks

Created 2023-05-01

10 commits to main branch, last one 6 months ago