Research output per year
Research output per year
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Pre-trained Forecasting Models: Strong Zero-Shot Feature Extractors for Time Series Classification
Auer, A., Klotz, D., Böck, S. & Hochreiter, S., 30 Oct 2025, 31 p. (arXiv.org; no. 2510.26777).Research output: Working paper and reports › Preprint
Open Access -
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
Auer, A., Podest, P., Klotz, D., Böck, S., Klambauer, G. & Hochreiter, S., 29 May 2025, 42 p. (arXiv.org; no. 2505.23719).Research output: Working paper and reports › Preprint
Open Access -
A data-centric perspective on the information needed for hydrological uncertainty predictions
Auer, A., Gauch, M., Kratzert, F., Nearing, G., Hochreiter, S. & Klotz, D., 12 Sept 2024, In: Hydrology and Earth System Sciences Discussions. 28, 17, p. 4099–4126 28 p.Research output: Contribution to journal › Article › peer-review
Open Access -
xLSTM: Extended Long Short-Term Memory
Beck, M., Pöppel, K., Spanring, M., Auer, A., Prudnikova, O., Kopp, M., Klambauer, G., Brandstetter, J. & Hochreiter, S., 2024, First Workshop on Long-Context Foundation Models@ ICML 2024. 52 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Conformal Prediction for Time Series with Modern Hopfield Networks
Auer, A., Gauch, M., Klotz, D. & Hochreiter, S., 2023, Conference Neural Information Processing Systems Foundation (NeurIPS 2023). 48 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
Activities
- 1 Poster presentation
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xLSTM: Extended Long Short-Term Memory
Beck, M. (Speaker), Pöppel, K. (Speaker), Spanring, M. (Speaker), Auer, A. (Speaker), Prudnikova, O. (Speaker), Kopp, M. (Speaker), Klambauer, G. (Speaker), Brandstetter, J. (Speaker) & Hochreiter, S. (Speaker)
26 Jul 2024Activity: Talk or presentation › Poster presentation › science-to-science