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Institute for Machine Learning
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Dipl.-Ing. Dr. Pieter-Jan Hoedt

Research Topics

  • Deep Learning and Neural Networks

  • Initialisation and Normalisation

  • Signal Propagations

Selected Publications:

- Normalization is dead, long live Normalization! (2022), opens an external URL in a new window, Pieter-Jan Hoedt, Sepp Hochreiter, Günter Klambauer. ICLR Blog Track (https://iclr-blog-track.github.io/2022/03/25/unnormalized-resnets/, opens an external URL in a new window ) [PDF, opens a file]

- MC-LSTM: Mass Conserving LSTM (2021), opens an external URL in a new window, Pieter-Jan Hoedt, Frederik Kratzert, Daniel Klotz, Christina Halmich, Markus Holzleitner, Grey S Nearing, Sepp Hochreiter, Günter Klambauer. Proceedings of the 38th International Conference on Machine Learning, PMLR 139:4275-4286 [PDF, opens a file]

 

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Johannes Kepler University Linz

Altenberger Straße 69

4040 Linz, Austria

Telephone +43 732 2468 0
Fax +43 732 2468 4929
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