deel-ai/deel-lip

Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers

Language: Python - Size: 12.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 94 - Forks: 10

thisisiron/spectral_normalization-tf2

🌈 Spectral Normalization implemented as Tensorflow 2

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fjxmlzn/BSN

[NeurIPS 2021] Why Spectral Normalization Stabilizes GANs: Analysis and Improvements

Language: Python - Size: 32.2 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 3

AntixK/mean-spectral-norm

Code for the paper "Mean Spectral Normalization"

Language: Python - Size: 155 MB - Last synced at: 10 days ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 2

karoly-hars/GAN_image_colorizing

Image colorization with generative adversarial networks on the CIFAR10 dataset.

Language: Python - Size: 1.72 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 4

rharish101/mnist-gan 📦

A template repository for GANs

Language: Python - Size: 445 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

qbarthelemy/PySpectrum

Python package for spectral analyses, looking at sampling rate conversion, spectral rescaling and peak detection.

Language: Python - Size: 401 KB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ywchan2005/sigma-reparam-pytorch

An unofficial implementation of sigma reparam [Zhai et al. 2023]

Language: Python - Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

RayXie29/Simpsons_BigGAN

The BigGAN implementation on Simpsons dataset with tensorflow framework.

Language: Python - Size: 280 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

nnUyi/SNGAN

A implement of spectral normalization GAN for tensorflow version

Language: Python - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 27 - Forks: 11

tqch/SNGAN-AnimeFace

Unofficial PyTorch Implementation of Spectral Normalization for Generative Adversarial Networks (SNGAN) with specialization in Anime faces generation

Language: Python - Size: 123 MB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

IShengFang/SpectralNormalizationKeras

Spectral Normalization for Keras Dense and Convolution Layers

Language: Jupyter Notebook - Size: 2.27 GB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 122 - Forks: 33

MingtaoGuo/BigGAN-tensorflow

Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis

Language: Python - Size: 2.85 MB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 28 - Forks: 3

Yuumna/GAN-PyTorch

Incremental implementation of GAN and DCGAN using PyTorch for MNIST dataset

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IAMIQBAL/Spectrally-Normalized-GAN-Flowers102

Spectrally Normalized GAN trained on Flowers102 dataset

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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.

Language: Jupyter Notebook - Size: 189 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 5

LynnHo/GAN-Techniques-Tensorflow 📦

GANs: Losses, Regularizations and Normalizations

Language: Python - Size: 147 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 8 - Forks: 4

hanyoseob/pytorch-SNGAN

Spectral Normalization for Generative Adversarial Networks

Language: Python - Size: 937 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 4

GongXinyuu/sngan.pytorch

An unofficial Pytorch implementation of SNGAN, achieving IS of 8.21 and FID of 14.21 on CIFAR-10.

Language: Python - Size: 31.3 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 40 - Forks: 9

mohith-sakthivel/infogan-pytorch

Implementation of InfoGAN using PyTorch lightning

Language: Python - Size: 501 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

lenka98/Bind-Deblurring-using-GANs

Blind Deblurring using improvements on different GAN models

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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

Language: Python - Size: 24.8 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

zzmtsvv/ml_sandbox

Language: Jupyter Notebook - Size: 422 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

ApurbaSengupta/Super-Resolution-Images

Generating super-resolution images using GANs

Language: Jupyter Notebook - Size: 362 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 12 - Forks: 3

JeongJiHeon/Torch

Language: Python - Size: 276 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

frgfm/PokeGAN

Implementations of GANs in PyTorch for Pokemon image generation

Language: Python - Size: 9.63 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

omarragi9/Deep-Learning-Challenge

Solving a deep learning challenge using different types of GAN

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amshrbo/gradually-building-gans

Gradually building generative adversarial networks

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