Paper ID: 2302.13393

Autoencoders as Pattern Filters

M. Andrecut

We discuss a simple approach to transform autoencoders into "pattern filters". Besides filtering, we show how this simple approach can be used also to build robust classifiers, by learning to filter only patterns of a given class.

Submitted: Feb 26, 2023