Curated list of awesome GAN applications and demonstrations.
Note: General GAN papers targeting simple image generation such as DCGAN, BEGAN etc. are not included in the list.
- Generative Adversarial Networks, [github]
- Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks, [github]
- BEGAN: Boundary Equilibrium Generative Adversarial Networks, [github]
- Generative Visual Manipulation on the Natural Image Manifold, [github]
- Neural Photo Editing with Introspective Adversarial Networks, [github]
- TAC-GAN – Text Conditioned Auxiliary Classifier Generative Adversarial Network, [github]
- StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks, [github]
- Generative Adversarial Text to Image Synthesis, [github]
- Parametric 3D Exploration with Stacked Adversarial Networks, [github], [Youtube]
- Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling, [github], [Youtube]
- Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, [github], [Youtube]
- Learning to Discover Cross-Domain Relations with Generative Adversarial Networks, [github]
- Unsupervised Creation of Parameterized Avatars
- UNSUPERVISED CROSS-DOMAIN IMAGE GENERATION
- Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction, [github], [Youtube]
- The Sketchy Database: Learning to Retrieve Badly Drawn Bunnies, [Youtube]
- PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing, [github], [Youtube]
Minchul Shin, @nashory