binarized-neural-networks topic
compute-engine
Highly optimized inference engine for Binarized Neural Networks
MST
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
An Open-Source Library for Training Binarized Neural Networks
awesome-model-quantization
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
Tools and libraries to run neural networks in Minecraft :pick:
zoo
Reference implementations of popular Binarized Neural Networks
rethinking-bnn-optimization
Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"
Pytorch_Quantize_impls
Some recent Quantizing techniques on PyTorch
quantized-nets
Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.
BiBench
[ICML 2023] This project is the official implementation of our accepted ICML 2023 paper BiBench: Benchmarking and Analyzing Network Binarization.