Research output per year
Research output per year
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Closing the Domain Gap in Biomedical Imaging by In-Context Control Samples
Sanchez-Fernandez, A., Pinetz, T., Zellinger, W. & Klambauer, G., 22 Apr 2026, arxiv.org, 24 p. (arXiv.org; no. 2604.20824).Research output: Working paper and reports › Preprint
Open Access -
Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design
Schneckenreiter, L., Luukkonen, S. I. M., Friedrich, L., Kuhn, D. & Klambauer, G., 14 Jan 2026, 22 p. (arXiv.org; no. 2601.09693).Research output: Working paper and reports › Preprint
Open Access -
Contrastive Learning Approaches for Drug Discovery
Sanchez Fernandez, A. & Klambauer, G., 10 Jan 2026, Applied Artificial Intelligence for Drug Discovery: From Data-Driven Insights to Therapeutic Innovation. Lavecchia, A. (ed.). 1 ed. Springer Nature Switzerland AG, p. 469-496 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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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 -
Few-Shot Learning in Drug Discovery
Schimunek, J. & Klambauer, G., 10 Jan 2026, (E-pub ahead of print) Applied Artificial Intelligence for Drug Discovery: From Data-Driven Insights to Therapeutic Innovation. 1 ed. Springer Nature, p. 497-523 27 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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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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AI-Based Retinal Image Analysis Research Group (AI-RI)
Bogunović, H. (Researcher), Klambauer, G. (Researcher), Schmidt-Erfurth, U. (Researcher) & Hochreiter, S. (PI)
01.06.2021 → 31.05.2027
Project: Funded research › FWF - Austrian Science Fund
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Protein Design and Optimization
Klambauer, G. (Researcher) & Hochreiter, S. (PI)
01.08.2022 → 31.07.2025
Project: Funded research › Other sponsors
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AIDD - Advanced Machine Learning for Innovative Drug Discovery
Klambauer, G. (PI)
01.01.2022 → 30.06.2024
Project: Funded research › Federal / regional / local authorities
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Improving Deep Learning Models in Drug Discovery (II)
Klambauer, G. (Researcher) & Hochreiter, S. (PI)
01.11.2019 → 31.10.2022
Project: Funded research › Other sponsors
Activities
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KI – Was erwartet die Verwaltung und die Verwaltungsgerichte?
Klambauer, G. (Speaker)
23 Sept 2025Activity: Talk or presentation › Invited talk › science-to-public
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A New Generation of Foundation Models Based on xLSTM
Klambauer, G. (Keynote speaker)
19 May 2025Activity: Talk or presentation › Invited talk › science-to-science
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Podiumsdiskussion zum Thema Künstliche Intelligenz im Infrastrukturbereich
Klambauer, G. (Speaker), Baminger, M. (Speaker), Schmidhuber, J. (Speaker) & Lukas, M. (Speaker)
15 May 2025Activity: Talk or presentation › Invited talk › science-to-public
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xLSTM-based foundation models for Life Sciences
Klambauer, G. (Speaker)
19 Mar 2025Activity: Talk or presentation › Invited talk › science-to-science
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xLSTM: Extended Long Short-Term Memory
Klambauer, G. (Keynote speaker)
05 Nov 2024Activity: Talk or presentation › Invited talk › science-to-science
Prizes
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Director of the ELLIS Machine Learning for Molecules Discovery research program
Klambauer, G. (Recipient), 2023
Prize: Other distinction
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