2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Self-Distilled Representation Learning for Time Series
Felix Pieper, Konstantin Ditschuneit, Martin Genzel +2
Self-supervised learning for time-series data holds potential similar to that recently unleashed in Natural Language Processing and Computer Vision. While most existing works in th…
cs.LG2023★ 2 cited
Multiscale Neural Operators for Solving Time-Independent PDEs
Winfried Ripken, Lisa Coiffard, Felix Pieper +1
Time-independent Partial Differential Equations (PDEs) on large meshes pose significant challenges for data-driven neural PDE solvers. We introduce a novel graph rewiring technique…