Adapting Noise to Data: Generative Flows from 1D Processes

Jannis Chemseddine, Gregor Kornhardt, Richard Duong +1

The default Gaussian latent in flow-based generative models poses challenges when learning certain distributions such as heavy-tailed ones. We introduce a general framework for lea…