5 results found Sort:

htqin
awesome-model-quantization htqin
201
1.7k
unknown
59
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 (pape...
awesome binarization quantization deep-learning binary-network model-compression model-acceleration model-quantization efficient-deep-learning binarized-neural-networks lightweight-neural-network
Created 2018-10-18
295 commits to master branch, last one 2 months 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
grishavak
LIDIA-denoiser grishavak
16
68
unknown
6
LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)
pytorch adaptation fine-tuning lightweight deep-learning image-denoising image-processing machine-learning residual-learning lightweight-neural-network
Created 2020-04-16
52 commits to master branch, last one 2 years ago
eleGAN23
HyperNets eleGAN23
6
45
mit
4
Hypercomplex Neural Networks with PyTorch
phc phm pytorch hypercomplex hypercomplex-algebra lightweight-convolution hypercomplex-convolution efficient-neural-networks lightweight-neural-network quaternion-neural-networks parameterize-neural-network hypercomplex-neural-networks convolutional-neural-networks hypercomlpex-parameterization parameterize-hypercomplex-layer
Created 2021-10-05
49 commits to main branch, last one about a year ago
Shaw-git
Lightweight-Head-Pose-Estimation Shaw-git
2
43
mit
2
Code for TMM 2022 "Accurate Head Pose Estimation Using Image Rectification and Lightweight Convolutional Neural Network"
pytorch deep-learning head-pose-estimation lightweight-neural-network
Created 2022-01-08
17 commits to main branch, last one about a year ago