Author

Hefin Lambley

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#machine learning Aug 2024

Autoencoders in Function Space

Pairing the FVAE and FAE objectives with neural operator architectures that can be evaluated on any mesh enables new applications of autoencoders to inpainting, superresolution, and generative modelling of scientific data.

Justin Bunker, M. Girolami, Hefin Lambley et al. · Journal of machine learning... · 12 citations · ⚡3