Research output per year
Research output per year
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Adaptive Retrieval helps Reasoning in LLMs -- but mostly if it's not used
Shakya, S., Hartl, A.-R., Hochreiter, S. & Pöppel, K., 06 Feb 2026, 11 p. (arXiv.org; no. 2602.07213).Research output: Working paper and reports › Preprint
Open Access -
Ap-ood: Attention Pooling for Out-of-Distribution Detection
Hofmann, C., Huber, C., Lehner, B., Klotz, D., Hochreiter, S. & Zellinger, W., 05 Feb 2026, (arXiv.org; no. 2602.06031).Research output: Working paper and reports › Preprint
Open Access -
Effective Distillation to Hybrid xLSTM Architectures
Hauzenberger, L., Schmidinger, N., Schmied, T., Hartl, A.-R., Stap, D., Hoedt, P.-J., Beck, M., Böck, S., Klambauer, G. & Hochreiter, S., 16 Mar 2026, 37 p. (arXiv.org; no. 2603.15590).Research output: Working paper and reports › Preprint
Open Access -
The Offline-Frontier Shift: Diagnosing Distributional Limits in Generative Multi-Objective Optimization
Holly, S., Zăvoianu, A.-C., Silber, S., Hochreiter, S. & Zellinger, W., 11 Feb 2026, 15 p. (arXiv.org; no. 2602.11126).Research output: Working paper and reports › Preprint
Open Access -
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
Ielanskyi, M., Schweighofer, K., Aichberger, L. & Hochreiter, S., Jul 2025, ICLR Workshop: Quantify Uncertainty and Hallucination in Foundation Models: The Next Frontier in Reliable AI. 1 ed. 24 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
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DeepInsight 2026
Hochreiter, S. (Researcher)
01.04.2026 → 31.12.2026
Project: Contract research › Industry project
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AI based TMS (Traffic Management System) - Prototyping
Hochreiter, S. (Researcher)
01.01.2026 → 31.12.2028
Project: Contract research › Industry project
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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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Weiterentwicklung der xLSTM-Architektur
Hochreiter, S. (Researcher)
01.12.2024 → 30.11.2026
Project: Funded research › Other sponsors
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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
Activities
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Kann KI aus Linz den Wirtschaftsstandort Europa retten?
Hochreiter, S. (Speaker)
15 Apr 2026Activity: Talk or presentation › Invited talk › science-to-public
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Sustainable, Low-Energy, and Fast AI Made in Europe
Hochreiter, S. (Speaker)
04 Dec 2025Activity: Talk or presentation › Invited talk › science-to-science
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Industrial Artificial Intelligence
Hochreiter, S. (Speaker)
19 Nov 2025Activity: Talk or presentation › Other talk or presentation › science-to-public
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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