Research output per year
Research output per year
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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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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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Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
Sanokowski, S., Berghammer, W., Ennemoser, M., Wang, H. P., Hochreiter, S. & Lehner, S., 12 Feb 2025.Research output: Working paper and reports › Preprint
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Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels
Beck, M., Pöppel, K., Lippe, P. & Hochreiter, S., 18 Mar 2025.Research output: Working paper and reports › Preprint
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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)
01.10.2024 → 30.09.2029
Project: Funded research › FWF - Austrian Science Fund
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Streaming AI - Föderierte Geräte-AI für die Digitale Transformation in der Industrie
Denzler, P. (Researcher), Hochreiter, S. (Researcher), Hussain, A. (Researcher), Khan, M. W. (Researcher), Rihani, A. (Researcher), Vazquez Pufleau, M. (Researcher) & Ferscha, A. (PI)
01.02.2024 → 31.07.2025
Project: Funded research › Other mainly public funds
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JKU LIT - SAL Intelligent Wireless Systems Lab (IWS Lab)
Baumgartner, S. (Researcher), Feger, R. (Researcher), Heining, S. (Researcher), Hochreiter, S. (Researcher), Khanzadeh, R. (Researcher), Mitta, R. (Researcher), Moser, B. (Researcher), Pretl, H. (Researcher), Springer, A. (Researcher), Stelzer, A. (Researcher), Zachl, G. (Researcher) & Huemer, M. (PI)
01.01.2024 → 31.12.2026
Project: Other › Other project
Activities
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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
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xLSTM: An Architecture Much Faster Than Transformers
Hochreiter, S. (Speaker)
20 Mar 2025Activity: Talk or presentation › Invited talk › science-to-science
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xLSTM: An Architecture Much Faster Than Transformers
Hochreiter, S. (Speaker)
20 Mar 2025Activity: Talk or presentation › Invited talk › science-to-public
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The Dawn of Industrial AI
Hochreiter, S. (Speaker)
19 Feb 2025Activity: Talk or presentation › Other talk or presentation › science-to-public