Discrete Distributions

concepts · 2 notes linked

Related: Generative Adversarial Networks · Github · Reparameterization Trick · Gumbel Softmax

Notes

• GitHub - rcamino/multi-categorical-gans: Code for the paper \"Generating Multi-Categorical Samples with Generative Adversarial Networks\ — PyTorch implementation of multi-categorical GAN sampling paper
• Neural Networks gone wild! They can sample from discrete distributions now! — Gumbel-softmax trick enables gradient flow through discrete sampling