Popular GitHub Repositories for Binarized Neural Networks

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 (papers, repositories) that are missed by the repo.

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.

An Open-Source Library for Training Binarized Neural Networks

Highly optimized inference engine for Binarized Neural Networks

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

Reference implementations of popular Binarized Neural Networks

Code implementation of our AAAI'22 paper "Improved Gradient-Based Adversarial Attacks for Quantized Networks"

Progressive Neural Architecture Search coupled with Binarized CNNs to search for resource efficient and accurate architectures.

Binary classification between x-ray images with covid or pneumonia