Modern PyTorch Techniques for VAEs: A Tutorial
VAE tutorial using modern PyTorch: torch.distributions, optimization techniques, numerical stability, and implementation patterns.
Generative Models
3 posts tagged with Generative Models.
Exploring GAN Objective Functions
Guide to GAN objective functions: Jensen-Shannon, Wasserstein, LSGAN, Fisher distance, and more. Learn which loss function to use when.
Understanding Generative Adversarial Networks (GANs)
Learn about GANs with intuitive explanations and mathematical foundations. Learn how adversarial networks generate realistic data through competition.