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compare_gan

Compare GAN code.

contrad

Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

council-gan

Implementation for our paper Breaking the Cycle - Colleagues are all you need (CVPR 2020)

crfill

code for paper

csa-inpainting

cygen

Codes for CyGen, the novel generative modeling framework proposed in "On the Generative Utility of Cyclic Conditionals" (NeurIPS-21)

data-efficient-gans

Differentiable Augmentation (DiffAugment) for Data-Efficient GAN Training

dcnets

Implementation for <Decoupled Networks> in CVPR'18.

decoupled-style-descriptors

Code and data for ECCV 2020 paper Generating Handwriting via Decoupled Style Descriptors

deep-tutorials-for-pytorch

In-depth tutorials for implementing deep learning models on your own with PyTorch.

deepsim

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

deoldify

A Deep Learning based project for colorizing and restoring old images

dfgan

dg-font

The pytorch implementation of DG-Font: Deformable Generative Networks for Unsupervised Font Generation

diffusion

Denoising Diffusion Probabilistic Models

disentangledfacegan

Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning (CVPR 2020 Oral)

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

dmfn

Image Fine-grained Inpainting

dmit

Multi-mapping Image-to-Image Translation via Learning Disentanglement. NeurIPS2019

draw

DRAW: A Recurrent Neural Network For Image Generation

drit

Learning diverse image-to-image translation from unpaired data

dsgan

Implementation of Diversity-Sensitive Conditional Generative Adversarial Networks (ICLR 2019)

e2gan

[ECCV 2020]"Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search" By Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink

edge-connect

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212

edit

a novel image-to-image translation method

enlightengan

EnlightenGAN: Deep Light Enhancement without Paired Supervision

evolutionarygan-pytorch

The author's officially unofficial Pytorch EvolutionaryGAN implementation.

face-sketch-wild

Semi-Supervised Learning for Face Sketch Synthesis in the Wild, ACCV2018

fairgen

Code for paper `Improving the Fairness of Deep Generative Models without Retraining`

fastphotostyle

Style transfer, deep learning, feature transform