Search Results - RepositoryStats

Efficient-Computing huawei-noah

212

1.2k

unknown

24

Efficient computing methods developed by Huawei Noah's Ark Lab

pruning quantization self-supervised model-compression binary-neural-networks knowledge-distillation

Created 2019-09-04

157 commits to master branch, last one about a month ago

BMXNet-v2 hpi-xnor

31

231

apache-2.0

15

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

mxnet bmxnet-v2 deep-learning xnor-convolutions binary-neural-networks

Created 2018-12-04

10,008 commits to master branch, last one 4 years ago

BinaryBrain ryuz

21

142

mit

14

Binary Neural Network Framework for FPGA(Differentiable LUT)

ai fpga python deep-learning neural-network binary-neural-networks

Created 2018-08-04

1,942 commits to master branch, last one about a month ago

BBCU Zj-BinXia

4

127

unknown

2

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

bnn denoising deblocking quantization super-resolution image-restoration model-compression binary-neural-networks

Created 2023-01-21

40 commits to master branch, last one about a year ago

RBNN lmbxmu

20

81

unknown

7

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

neurips2020 neurips-2020 binary-network network-quantization binary-neural-networks network-compression-acceleration

Created 2020-04-12

180 commits to master branch, last one about a year ago

BiPointNet htqin

11

74

mit

5

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

3d-point-clouds model-compression binary-neural-networks

Created 2021-02-01

3 commits to main branch, last one 3 years ago

Training-Tricks-for-Binarized-Neural-Networks CAS-CLab

12

72

bsd-2-clause

4

The collection of training tricks of binarized neural networks.

bnn deep-neural-networks binary-neural-networks lightweight-neural-network

Created 2019-12-05

27 commits to master branch, last one 3 years ago

Binary-Neural-Networks jaygshah

15

69

gpl-3.0

6

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.

bnns python3 reduction neural-networks binary-neural-networks machine-learning-algorithms

Created 2019-01-08

13 commits to master branch, last one 3 years ago

S2-BNN szq0214

8

63

unknown

2

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

efficient-model contrastive-loss distillation-loss contrastive-learning binary-neural-networks self-supervised-learning

Created 2021-07-12

10 commits to main branch, last one 3 years ago

BNN_NoBN VITA-Group

10

57

mit

8

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

normalizer-free batch-normalization binary-neural-networks weight-standardization adaptive-gradient-clipping normalization-free-training

Created 2021-04-14

10 commits to main branch, last one 3 years ago

BiBench htqin

4

54

unknown

2

[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 9 months ago

bitorch hpi-xnor

4

35

gpl-3.0

3

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

python pytorch deep-learning binary-neural-networks

Created 2021-11-08

694 commits to main branch, last one 6 months ago

BiFSMNv2 htqin

7

29

unknown

1

Pytorch implementation of BiFSMNv2, TNNLS 2023

speech pytorch binarization deep-learning keyword-spotting model-compression binary-neural-networks

Created 2023-01-28

8 commits to main branch, last one about a year ago