MAF: how is MADE being used

#VAE #Flow

We discussed MAF (arXiv:1705.07057v4) last time: The paper did not explain how exactly is MADE being used to update the shift and logscale.

We will use the tensorflow implementation of MAF to probe the above question. Here is the link to the relevant documentation: https://www.tensorflow.org/probability/api_docs/python/tfp/bijectors/MaskedAutoregressiveFlow

Topics

Refer to references.

Notes

1310.8499_notes.pdf

Published: by ;

: 2021-03-13T13:30:00 - 2021-03-13T16:00:00 (CET) : Lark (Please join our skype group listed in the introduction page for more info) : More details on page Conditional Probability Estimation

Current Ref:

  • cpe/08.maf.md