14 citations · 16 across the 10 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
A Comparison of PDF Projection with Normalizing Flows and SurVAE
Paul M. Baggenstoss, Felix Govaers
Normalizing flows (NF) recently gained attention as a way to construct generative networks with exact likelihood calculation out of composable layers. However, NF is restricted to…
cs.LG2023
Improved Auto-Encoding using Deterministic Projected Belief Networks
Paul M Baggenstoss
In this paper, we exploit the unique properties of a deterministic projected belief network (D-PBN) to take full advantage of trainable compound activation functions (TCAs). A D-PB…