gans-awesome-applications

Generative Adversarial Networks, ,

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, ,

Improved Techniques for Training GANs, ,

BEGAN: Boundary Equilibrium Generative Adversarial Networks, ,

Learning Chinese Character style with conditional GAN, ,

Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning, ,

Attribute2Font: Creating Fonts You Want From Attributes, ,

Towards the Automatic Anime Characters Creation with Generative Adversarial Networks,

[github]

[Project] A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing,

[github]

[Project] A simple, clean TensorFlow implementation of Generative Adversarial Networks with a focus on modeling illustrations,

[github]

[Project] Keras-GAN-Animeface-Character,

[github]

[Project] A DCGAN to generate anime faces using custom mined dataset,

Generative Visual Manipulation on the Natural Image Manifold, ,

Neural Photo Editing with Introspective Adversarial Networks, ,

TAC-GAN – Text Conditioned Auxiliary Classifier Generative Adversarial Network, ,

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks, ,

Generative Adversarial Text to Image Synthesis, , ,

Learning What and Where to Draw, ,

[github]

Parametric 3D Exploration with Stacked Adversarial Networks, ,

Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling, , ,

3D Shape Induction from 2D Views of Multiple Objects,

[github]

Fully Convolutional Refined Auto-Encoding Generative Adversarial Networks for 3D Multi Object Scenes, ,

Invertible Conditional GANs for image editing, ,

Image De-raining Using a Conditional Generative Adversarial Network, ,

Age Progression/Regression by Conditional Adversarial Autoencoder, ,

CAN: Creative Adversarial Networks Generating “Art” by Learning About Styles and Deviating from Style Norms,

FACE AGING WITH CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS,

Joint Discriminative and Generative Learning for Person Re-identification, , ,

Pose Guided Person Image Generation,

Image-to-Image Translation with Conditional Adversarial Networks, , ,

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, , ,

Learning to Discover Cross-Domain Relations with Generative Adversarial Networks, ,

Unsupervised Creation of Parameterized Avatars,

UNSUPERVISED CROSS-DOMAIN IMAGE GENERATION,

Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks, ,

Pixel-Level Domain Transfer ,

TextureGAN: Controlling Deep Image Synthesis with Texture Patches, ,

Vincent AI Sketch Demo Draws In Throngs at GTC Europe, [ ],

Deep Photo Style Transfer, ,

Context Encoders: Feature Learning by Inpainting, ,

Semantic Image Inpainting with Perceptual and Contextual Losses, ,

SEMI-SUPERVISED LEARNING WITH CONTEXT-CONDITIONAL GENERATIVE ADVERSARIAL NETWORKS,

Generative Face Completion, ,

[github]

Image super-resolution through deep learning,

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network, ,

High-Quality Face Image Super-Resolution Using Conditional Generative Adversarial Networks,

Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network, ,

GP-GAN: Towards Realistic High-Resolution Image Blending, ,

Generating Large Images from Latent Vectors, ,

PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION, ,

SafetyNet: Detecting and Rejecting Adversarial Examples Robustly,

ADVERSARIAL EXAMPLES FOR GENERATIVE MODELS,

Adversarial Examples Generation and Defense Based on Generative Adversarial Network,

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks, ,

Perceptual Generative Adversarial Networks for Small Object Detection,

Adversarial Generation of Training Examples for Vehicle License Plate Recognition,

Unsupervised Pixel–Level Domain Adaptation with Generative Adversarial Networks, ,

DEEP MULTI-SCALE VIDEO PREDICTION BEYOND MEAN SQUARE ERROR, ,

Learning from Simulated and Unsupervised Images through Adversarial Training, ,

(Physics) Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis, ,

(Games) STYLE TRANSFER GENERATIVE ADVERSARIAL NETWORKS: LEARNING TO PLAY CHESS DIFFERENTLY, ,

(General) Spectral Normalization for Generative Adversarial Networks, ,

Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction, , ,

Learning to Simplify: Fully Convolutional Networks for Rough Sketch Cleanup, , ,

The Sketchy Database: Learning to Retrieve Badly Drawn Bunnies, ,

PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing, , ,

Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation, ,

3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction, ,

, ,

nashory/gans-collections.torch

, torch7

hwalsuklee/tensorflow-generative-model-collections

, pytorch

wiseodd/generative-models

, both pytorch and tensorflow

aboev/arae-tf

, tensorflow