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14 search results found

Bmxnet V2 ⭐ 172

BMXNet 2: An Open-Source Binary Neural Network Implementation Based on MXNet

Binarybrain ⭐ 118

Binary Neural Network Framework for FPGA(Differentiable LUT)

Pytorch implementation of our paper accepted by NeurIPS 2020 -- Rotated Binary Neural Network

This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

Binary Neural Networks ⭐ 32

Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.

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

Lbcnn.pytorch ⭐ 23

PyTorch implementation of Local Binary Convolutional Neural Network http://xujuefei.com/lbcnn.html

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

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

Bnn_nobn ⭐ 20

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

Bipointnet ⭐ 16

This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.

Proximal Mean-field for Neural Network Quantization

Pytorch implementation of BiFSMN, IJCAI 2022

Bmxnet V2 Examples ⭐ 6

Examples for BMXNet v2 (https://github.com/hpi-xnor/BMXNet-v2)

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