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[CVPR2020] Adversarial Latent Autoencoders

Iccv2019 Learningtopaint ⭐ 2,125

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

Neural Photo Editor ⭐ 1,928

A simple interface for editing natural photos with generative neural networks.

Disentangling Vae ⭐ 668

Experiments for understanding disentanglement in VAE latent representations

Bmsg Gan ⭐ 429

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Inpainting_gmcnn ⭐ 324

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

Mobile Id ⭐ 180

Deep Face Model Compression

Distancegan ⭐ 174

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

Tensorflowprojects ⭐ 164

Deep learning using tensorflow

Neural Processes ⭐ 151

Pytorch implementation of Neural Processes for functions and images 🎆

Msg Gan V1 ⭐ 130

MSG-GAN: Multi-Scale Gradients GAN (Architecture inspired from ProGAN but doesn't use layer-wise growing)

Deep Learning ⭐ 128

Deep Learning Application Examples

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

Disrupting Deepfakes ⭐ 75

🔥🔥Defending Against Deepfakes Using Adversarial Attacks on Conditional Image Translation Networks

Chainer Dfi ⭐ 53

Implementation of Deep Feature Interpolation

Wassersteingan.torch ⭐ 48

Torch implementation of Wasserstein GAN https://arxiv.org/abs/1701.07875

Domainintersectiondifference ⭐ 37

Pytorch implementation of of "Domain Intersection and Domain Difference" (ICCV 2019)

Fader Networks Tensorflow ⭐ 35

Hologan Pytorch ⭐ 34

Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326

Dcgan Inpainting.torch ⭐ 33

Image completion with Torch

Ali Pytorch ⭐ 27

Adversarially Learned Inference in Pytorch

Gan Error Avoidance ⭐ 26

Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)

Wgan Gp Tensorflow ⭐ 24

Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"

Gan Face Generator ⭐ 21

Generate Faces using GANs (Part of Udacity's DLFND)

Celeba Gan Pytorch ⭐ 20

Generative Adversarial Networks in PyTorch

Attn_gan_pytorch ⭐ 19

python package for self-attention gan implemented as extension of PyTorch nn.Module. paper -> https://arxiv.org/abs/1805.08318

Dcgan Pytorch ⭐ 18

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Pytorch Slim Cnn ⭐ 17

A pytorch implementation of SlimCNN for Facial Attribute Classification : https://arxiv.org/abs/1907.02157

Pytorch Mnist Gan ⭐ 15

Deep Feature Consistent Variational Autoencoder In Tensorflow ⭐ 13

implement Deep Feature Consisten Variational Autoencoder in Tensorflow

Light Estimation ⭐ 12

Face Lighting estimation using GANs

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

Dcgan Celeba Pytorch Cpp ⭐ 12

DCGAN Implementation using PyTorch in both C++ and Python

Dsebimageinpainting ⭐ 11

Deep Structured Energy-Based Image Inpainting

Keypoints ⭐ 11

Unsupervised learning of Object Landmarks through Conditional Image Generation

Image Completion Dcgan Tensorflow ⭐ 10

Implement dcgan by tensorflow to complete image

Deep Learning Techniques ⭐ 10

Compressed Dnns Forget ⭐ 9

Minimal Reproducibility Study of (https://arxiv.org/abs/1911.05248). Experiments with Compression of Deep Neural Networks

Dcgan Tensorflow ⭐ 9

SImple Tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Deep Learning ⭐ 8

Deep Learning and Vision (Faster RCNN, 3D Object Detection, Generative Models...)

Deep_learning_course_trail ⭐ 7

Slides and exercises from the TU Delft Deep Learning Course

Amld2020 Workshop ⭐ 6

This repo contains workshop material for Applied Machine Learning Days 2020 conference

Official repository for ABC-GAN

Wasserstein Bigan ⭐ 6

Wasserstein BiGAN (Bidirectional GAN trained using Wasserstein distance)

Generative Image Inpainting ⭐ 5

A deep convnet for image inpainting.

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