Research output per year
Research output per year
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Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
Ielanskyi, M., Schweighofer, K., Aichberger, L. & Hochreiter, S., Jul 2025, (Accepted/In press) ICLR Workshop: Quantify Uncertainty and Hallucination in Foundation Models: The Next Frontier in Reliable AI.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware
Pöppel, K., Beck, M. & Hochreiter, S., 23 Apr 2025, (Accepted/In press) International Conference On Learning Representations (ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Improved Density Ratio Estimation for Evaluating Synthetic Data Quality
Gruber, L., Holzleitner, M., Hochreiter, S. & Zellinger, W., 04 Mar 2025, (Accepted/In press) ICLR 2025 Workshop SynthData. 26 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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Improving Uncertainty Estimation through Semantically Diverse Language Generation
Aichberger, L., Schweighofer, K., Ielanskyi, M. & Hochreiter, S., 26 Apr 2025, (Accepted/In press) International Conference On Learning Representations (ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations
Alkin, B., Miklautz, L., Hochreiter, S. & Brandstetter, J., 23 Apr 2025, (Accepted/In press) International Conference On Learning Representations (ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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DeepInsight 2025
Hochreiter, S. (Researcher)
11.06.2025 → 31.12.2025
Project: Contract research › Industry project
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Fast, efficient and flexible CFD simulation through generative AI
Hochreiter, S. (Researcher) & Brandstetter, J. (Researcher)
01.04.2025 → 31.03.2026
Project: Funded research › FFG - Austrian Research Promotion Agency
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Zertifizierung von Deep Learning (TÜV III)
Hochreiter, S. (PI)
01.03.2025 → 28.02.2027
Project: Contract research › Industry project
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Cluster of Excellence "Bilateral Artificial Intelligence"
Fürnkranz, J. (PI), Hochreiter, S. (PI), Klambauer, G. (PI), Schedl, M. (PI), Seidl, M. (PI), Widmer, G. (PI), Brandstetter, J. (PI), Kobler, E. (PI), Aichernig, B. (PI), Heisinger, M. (Researcher), Hoedt, P.-J. (Researcher), Pfeiffer, P. (Researcher), Plank, A. (Researcher), Radler, A. (Researcher), Rebola Pardo, A. (Researcher), Lin, W. (Researcher), Eckert, H. (Researcher), Cranganore, S. S. (Researcher), Hartl, A.-R. (Researcher), Plasser, M. (Researcher), Pammer, T. (Researcher), Tommasel, A. (Researcher), Nawaz, S. (Researcher), Masoudian, S. (Researcher) & Freinschlag, R. (Researcher)
01.10.2024 → 30.09.2029
Project: Funded research › FWF - Austrian Science Fund
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Activities
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TiRex: Closing the Gap Between Recurrent and In-Context Learning
Hochreiter, S. (Speaker)
04 Nov 2025Activity: Talk or presentation › Other talk or presentation › science-to-science
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Industrialisierung der KI
Hochreiter, S. (Speaker)
23 Sept 2025Activity: Talk or presentation › Other talk or presentation › science-to-public
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xLSTM: LSTM is so back
Hochreiter, S. (Speaker)
03 Jul 2025Activity: Talk or presentation › Invited talk › science-to-science
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Quantum Computing and LSTM
Hochreiter, S. (Speaker)
24 Apr 2025Activity: Talk or presentation › Invited talk › science-to-science
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xLSTM: The Comeback Story of LSTM
Hochreiter, S. (Speaker)
24 Apr 2025Activity: Talk or presentation › Other talk or presentation › science-to-public