mlsanityData to 14 Oct 2026

Autoencoders as Pattern Filters

arXiv 2302.13393 ↗First posted 26 Feb 2023cs.LGcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 6 references that are in the map. First posted on arXiv 26 Feb 2023.

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References · 1

  1. 2017Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithmscited by 4,349

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