Bernhard Schäfl

PhD student, Johannes Kepler University Linz

Joined

September 2020

Names

Bernhard Schäfl (Preferred)

Emails

****@ml.jku.at (Confirmed)

Personal Links

Career & Education History

PhD student

Johannes Kepler University Linz (jku.at)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Sepp Hochreiter

2018 – Present

Expertise

Deep Learning

Present

Publications

Processing large-scale Graphs with G-Signatures
Lukas Gruber, Bernhard Schäfl, Johannes Brandstetter, Sepp Hochreiter
- ICML2024-AI4Science Poster
- Readers: Everyone
Modern Hopfield Networks as Memory for Iterative Learning on Tabular Data
Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter
- AMHN23 Poster
- Readers: Everyone
Hopular: Modern Hopfield Networks for Tabular Data
Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter
- TRL @ NeurIPS 2023 Poster
- Readers: Everyone
G-Signatures: Global Graph Propagation With Randomized Signatures
Bernhard Schäfl, Lukas Gruber, Johannes Brandstetter, Sepp Hochreiter
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Hopular: Modern Hopfield Networks for Tabular Data
Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Hopular: Modern Hopfield Networks for Tabular Data
Bernhard Schäfl, Lukas Gruber, Angela Bitto-Nemling, Sepp Hochreiter
- 29 Sept 2021 (modified: 12 Oct 2025)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Hopfield Networks is All You Need
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Thomas Adler, David P. Kreil, Michael K. Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter
- Published: 01 Jan 2021, Last Modified: 09 May 2023
- ICLR 2021
- Readers: Everyone
Hopfield Networks is All You Need
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Thomas Adler, David Kreil, Michael K Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone
Modern Hopfield Networks and Attention for Immune Repertoire Classification
Michael Widrich, Bernhard Schäfl, Milena Pavlovic, Hubert Ramsauer, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter, Geir Kjetil Sandve, Victor Greiff, Sepp Hochreiter, Günter Klambauer
- 2020 (modified: 13 Nov 2024)
- NeurIPS 2020
- Readers: Everyone
Hopfield Networks is All You Need
Hubert Ramsauer, Bernhard Schäfl, Johannes Lehner, Philipp Seidl, Michael Widrich, Lukas Gruber, Markus Holzleitner, Milena Pavlovic, Geir Kjetil Sandve, Victor Greiff, David P. Kreil, Michael Kopp, Günter Klambauer, Johannes Brandstetter, Sepp Hochreiter
- 2020 (modified: 19 Apr 2023)
- CoRR 2020
- Readers: Everyone

View all 11 publications

Co-Authors