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Code examples /
Generative Deep Learning
Generative Deep Learning
- Variational AutoEncoder
- GAN overriding
Model.train_step - WGAN-GP overriding
Model.train_step - Neural style transfer
- Deep Dream
- Neural Style Transfer with AdaIN
- Conditional GAN
- CycleGAN
- Denoising Diffusion Implicit Models
- Data-efficient GANs with Adaptive Discriminator Augmentation
- GauGAN for conditional image generation
- Character-level text generation with LSTM
- Drug Molecule Generation with VAE
- PixelCNN
- A walk through latent space with Stable Diffusion
- Density estimation using Real NVP
- Face image generation with StyleGAN
- Text generation with a miniature GPT
- Vector-Quantized Variational Autoencoders
- WGAN-GP with R-GCN for the generation of small molecular graphs