12 results found Sort:

huawei-noah
Efficient-Computing huawei-noah
200
1.1k
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
152 commits to master branch, last one 8 days ago
hpi-xnor
BMXNet-v2 hpi-xnor
33
228
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 3 years ago
ryuz
BinaryBrain ryuz
21
135
mit
14
Binary Neural Network Framework for FPGA(Differentiable LUT)
ai fpga python deep-learning neural-network binary-neural-networks
Created 2018-08-04
1,914 commits to master branch, last one 20 days ago
Zj-BinXia
BBCU Zj-BinXia
3
116
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 8 months ago
lmbxmu
RBNN lmbxmu
19
78
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
htqin
BiPointNet htqin
12
73
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
HolmesShuan
Training-Tricks-for-Binarized-Neural-Networks HolmesShuan
11
71
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
jaygshah
Binary-Neural-Networks jaygshah
14
68
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
szq0214
S2-BNN szq0214
8
62
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 2 years ago
VITA-Group
BNN_NoBN VITA-Group
10
54
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
htqin
BiBench htqin
3
50
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 3 months ago
htqin
BiFSMNv2 htqin
7
25
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