# Adversarial Autoencoders in Operator Learning

arXiv: https://arxiv.org/abs/2412.07811 · HTML: https://mlsanity.com/paper/2412.07811/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 10 Dec 2024.

## Abstract (arXiv)

DeepONets and Koopman autoencoders are two prevalent neural operator architectures. These architectures are autoencoders. An adversarial addition to an autoencoder have improved performance of autoencoders in various areas of machine learning. In this paper, the use an adversarial addition for these two neural operator architectures is studied.