binary-neural-networks topic

PyTorch implementation of binary neural networks

mzemlyanikin

Tricks for Accelerating (encrypted) Prediction As a Service

amartya18x

hpi-xnor

BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch

hpi-xnor

System Verilog code describing a fully combinational binarized neural network.

EEESlab

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)

szq0214

[CVPRW 21] "BNN - BN = ? Training Binary Neural Networks without Batch Normalization", Tianlong Chen, Zhenyu Zhang, Xu Ouyang, Zechun Liu, Zhiqiang Shen, Zhangyang Wang

VITA-Group

[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"

yikaiw

Binary neural networks developed by Huawei Noah's Ark Lab

zhaohui-yang

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

htqin