spectral-normalization

There are 1 repository under spectral-normalization topic.

IShengFang / SpectralNormalizationKeras
Spectral Normalization for Keras Dense and Convolution Layers
cifar10 deep-learning deeplearning gan generative-adversarial-network generative-model keras sngan spectral-normalization tensorflow
Language:Jupyter Notebook 123
deel-ai / deel-lip
Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
tensorflow tensorflow2 lipschitz-functions lipschitz-regularization keras keras-tensorflow lipschitz wasserstein-distance-estimation spectral-normalization
Language:Python 84
GongXinyuu / sngan.pytorch
An unofficial Pytorch implementation of SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.
sngan pytorch inception-score fid-score fid spectral-normalization
Language:Python 45
fjxmlzn / BSN
[NeurIPS 2021] Why Spectral Normalization Stabilizes GANs: Analysis and Improvements
bsn celeba cifar10 gan gans generative-adversarial-network imagenet sn spectral-normalization stl10
Language:Python 41
thisisiron / spectral_normalization-tf2
🌈 Spectral Normalization implemented as Tensorflow 2
gan keras spectral-normalization tensorflow tensorflow2 tf2
Language:Python 35
MingtaoGuo / BigGAN-tensorflow
Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis
gan biggan tensorflow spectral-normalization
Language:Python 28
nnUyi / SNGAN
A implement of spectral normalization GAN for tensorflow version
spectral-normalization sngan python tensorflow
Language:Python 27
ApurbaSengupta / Super-Resolution-Images
Generating super-resolution images using GANs
dcgan discriminator gan generative-adversarial-network generator high-quality-images jupyter-notebook nvidia-gpu python3 pytorch relativistic-discriminator spectral-normalization srgan ssim super-resolution vifp
Language:Jupyter Notebook 12
AntixK / mean-spectral-norm
Code for the paper "Mean Spectral Normalization"
spectral-normalization deep-learning cnn pytorch-implementation gan
Language:Python 10
karoly-hars / GAN_image_colorizing
Image colorization with generative adversarial networks on the CIFAR10 dataset.
gan generative-adversarial-network deep-learning pytorch image-colorization cifar10 unet spectral-normalization batch-normalization computer-vision artificial-intelligence neural-networks
Language:Python 10
lenka98 / Bind-Deblurring-using-GANs
Blind Deblurring using improvements on different GAN models
generative-adversarial-network deblurring deep-learning attention-model spectral-normalization image-to-image-translation computer-vision
Language:Python 9
LynnHo / GAN-Techniques-Tensorflow
GANs: Losses, Regularizations and Normalizations
gan generative-adversarial-network gradient-penalty spectral-normalization
Language:Python 8
hanyoseob / pytorch-SNGAN
Spectral Normalization for Generative Adversarial Networks
deep-learning deep-neural-networks convolutional-neural-networks spectral-normalization pytorch-gan
Language:Python 7
vineeths96 / Generative-Adversarial-Networks-GANs
In this repository, we deal with the task of implementing Generative Adversarial Networks (GANs) using the CIFAR-10 dataset. Two popular GANs: DCGAN and SAGAN are implemented. The performance of the network is evaluated using the FID score.
gan generative-adversarial-network dcgan sagan tensorflow keras fid cifar10 self-attention spectral-normalization
Language:Jupyter Notebook 6
jason71995 / tf2_gan_library
Implementation of GAN papers on Keras and Tensorflow 2.0
deep-learning gan generative-adversarial-network neural-network python spectral-normalization tensorflow
Language:Python 5
JeongJiHeon / Torch
pytorch gan generative-model dcgan cyclegan wgan-gp spectral-normalization
Language:Python 4
tqch / SNGAN-AnimeFace
Unofficial PyTorch Implementation of Spectral Normalization for Generative Adversarial Networks (SNGAN) with specialization in Anime faces generation
anime anime-face-generation generative-adversarial-network spectral-normalization
Language:Python 4
mohith-sakthivel / infogan-pytorch
Implementation of InfoGAN using PyTorch lightning
gans infogan pytorch pytorch-lightning spectral-normalization
Language:Python 3
frgfm / PokeGAN
Implementations of GANs in PyTorch for Pokemon image generation
gan dcgan pytorch tensorboard pokemon deep-learning dc-gan spectral-normalization
Language:Python 2
rharish101 / mnist-gan
A template repository for GANs
generative-adversarial-network wgan-gp conditional-gan spectral-normalization dcgan mnist tensorflow template-repository gan
Language:Python 2
WGAN-learns-the-distributon-of-a-MoG
EliaFantini / WGAN-learns-the-distributon-of-a-MoG
A Wasserstein Generative Adversarial Network that learns the distribution of a Mixture of Gaussian, using weight clipping or spectral normalization
data-science gan generative-adversarial-network lipschitz-constant lipschitz-regularization machine-learning matplotlib minimax-algorithm mixture-of-gaussians pytorch spectral-normalization wasserstein-gan weight-clip anaconda3 python gif-animation
Language:Python 1
Escapist-007 / GAN
This 'Generative Adversarial Network' project was implemented in grad course CSE-676 : Deep Learning [Fall 2019 @UB_SUNY] Course Instructor : Sargur N. Srihari(https://cedar.buffalo.edu/~srihari/)
gan dcgan dcgan-keras sagan deep-convolutional-network self-attention mode-collapse wasserstein-gan fid-score frechet-inception-distance cifar10 nash-equilibrium spectral-normalization batch-normalization colab-notebook tensorflow keras conditional-gan
Language:Jupyter Notebook 1
Yuumna / GAN-PyTorch
Incremental implementation of GAN and DCGAN using PyTorch for MNIST dataset
gans pytorch batch-normalization spectral-normalization
Language:Jupyter Notebook 1
IAMIQBAL / Spectrally-Normalized-GAN-Flowers102
Spectrally Normalized GAN trained on Flowers102 dataset
flowers102 gans pytorch sngan spectral-normalization
Language:Jupyter Notebook 0
omarragi9 / Deep-Learning-Challenge
Solving a deep learning challenge using different types of GAN
challenge deep-learning gan pytorch spectral-normalization
Language:Jupyter Notebook 0
qbarthelemy / PySpectrum
Python package for spectral analyses, looking at sampling rate conversion, spectral rescaling and peak detection.
python scientific-computing signal-processing spectral-analysis aliasing spectral-normalization sample-rate-conversion
Language:Python 0
ywchan2005 / sigma-reparam-pytorch
An unofficial implementation of sigma reparam [Zhai et al. 2023]
reparameterization spectral-normalization transformers pytorch sigma-reparam
Language:Python 0
amshrbo / gradually-building-gans
Gradually building generative adversarial networks
gans spectral-normalization dcgans
Language:Jupyter Notebook
RayXie29 / Simpsons_BigGAN
The BigGAN implementation on Simpsons dataset with tensorflow framework.
deep-learning tensorflow spectral-normalization self-attention generative-adversarial-network
Language:Python
zzmtsvv / ml_sandbox
calibration classification cnn-visualization cyclegan diffusion-models gan gradient-boosting knearest-neighbor-algorithm mlp regression self-normalizing-neural-networks self-organizing-map spectral-normalization style-transfer ucb1 variational-autoencoder vq-vae
Language:Jupyter Notebook

spectral-normalization

IShengFang / SpectralNormalizationKeras

deel-ai / deel-lip

GongXinyuu / sngan.pytorch

fjxmlzn / BSN

thisisiron / spectral_normalization-tf2

MingtaoGuo / BigGAN-tensorflow

nnUyi / SNGAN

ApurbaSengupta / Super-Resolution-Images

AntixK / mean-spectral-norm

karoly-hars / GAN_image_colorizing

lenka98 / Bind-Deblurring-using-GANs

LynnHo / GAN-Techniques-Tensorflow

hanyoseob / pytorch-SNGAN

vineeths96 / Generative-Adversarial-Networks-GANs

jason71995 / tf2_gan_library

JeongJiHeon / Torch

tqch / SNGAN-AnimeFace

mohith-sakthivel / infogan-pytorch

frgfm / PokeGAN

rharish101 / mnist-gan

EliaFantini / WGAN-learns-the-distributon-of-a-MoG

Escapist-007 / GAN

Yuumna / GAN-PyTorch

IAMIQBAL / Spectrally-Normalized-GAN-Flowers102

omarragi9 / Deep-Learning-Challenge

qbarthelemy / PySpectrum

ywchan2005 / sigma-reparam-pytorch

amshrbo / gradually-building-gans

RayXie29 / Simpsons_BigGAN

zzmtsvv / ml_sandbox