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Institute for Machine Learning
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Publications 2024
 

Journals

Author(s): Emese Sükei, Elisabeth Rumetshofer, Niklas Schmidinger, Andreas Mayr, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunović
Published: In 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (pp. 1-5) PDF, opens an external URL in a new window

Author(s): Emese Sükei, Sophie Riedl, Elisabeth Rumetshofer, Niklas Schmidinger, Andreas Mayr, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunovic
Published: Investigative Ophthalmology & Visual Science, 65(7), pp 450-450, 2024

Author(s): Andreas Auer, Martin Gauch, Frederik Kratzert, Grey Nearing, Sepp Hochreiter, and Daniel Klotz
Published: Hydrology and Earth System Sciences Discussions, 28(17), pp 4099–4126, 2024 PDF, opens an external URL in a new window

Author(s): Johannes Schimunek, Philipp Seidl, Katarina Elez, Tim Hempel, Tuan Le, Frank Noé, Simon Olsson, Lluís Raich, Robin Winter, Hatice Gokcan, and others
Published: Molecular Informatics, 2024, Vol. 43(1), pp. e202300262

Author(s): Emma Svensson, Pieter-Jan Hoedt, Sepp Hochreiter, and Günter Klambauer
Published: Journal of Chemical Information and Modeling, American Chemical Society, 2024

Author(s): Thomas Tschoellitsch , Philipp Moser, Alexander Maletzky, Philipp Seidl, Carl Böck, Theresa Roland, Helga Ludwig, Susanne Süssner, Sepp Hochreiter, Jens Meier
Published: Anesthesia & Analgesia, LWW, 2024, Vol. 138(3), pp. 645-654 PDF, opens an external URL in a new window

Author(s): Sükei Emese , Rumetshofer Elisabeth , Schmidinger Niklas , Mayr Andreas , Schmidt-Erfurth Ursula , Klambauer Günter , Bogunovi Hrvoje
Published: Nature Publishing Group UK London, in Scientific Reports, Vol. 14, Nr. 1, 2024 PDF, opens an external URL in a new window

Author(s): Renz Philipp , Luukkonen Sohvi Iiri Maria , Klambauer Günter
Published: American Chemical Society, in Journal of Chemical Information and Modeling, Vol. 64, Nr. 15, Seite(n) 5756 - 5761, 2024 PDF, opens an external URL in a new window

Conferences

Author(s): Benedikt Alkin, Andreas Fürst, Simon Schmid, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter
Published: Conference Neural Information Processing Systems Foundation (NeurIPS 2024), Poster Presentation, December 09 - December 15, 2024, Vancouver, Canada PDF, opens an external URL in a new window

Author(s): Benedikt Alkin, Andreas Fürst, Simon Schmid, Lukas Gruber, Markus Holzleitner, Johannes Brandstetter
Published: Conference Neural Information Processing Systems Foundation (NeurIPS 2024), Poster Presentation, December 09 - December 15, 2024, Vancouver, Canada PDF, opens an external URL in a new window

Author(s): Lukas Gruber, Markus Holzleitner, Johannes Lehner, Sepp Hochreiter, Werner Zellinger
Published:

International Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, opens an external URL in a new window,

 

Author(s): Ghadi S. Al Hajj, Aliaksandr Hubin, Chakravarthi Kanduri, Milena Pavlović, Knut Rand, Michael Widrich, Anne Solberg, Victor Greiff, Johan Pensar, Günter Klambauer, Geir Kjetil Sandve
Published: International Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, opens an external URL in a new window

 

Author(s): Arturs Berzins, Andreas Radler, Sebastian Sanokowski, Sepp Hochreiter, Johannes Brandstetter
Published: International Conference on Machine Learning (ICML 2024), Workshop on Geometry-grounded Representation Learning and Generative Modeling, Jul 21-27,2024, Vienna, Austria Paper, opens an external URL in a new window

Author(s): Claus Hofmann, Simon Lucas Schmid, Bernhard Lehner, Daniel Klotz, Sepp Hochreiter
Published: International Conference on Machine Learning (ICML 2024), Workshop on Geometry-grounded Representation Learning and Generative Modeling, Jul 21-27,2024, Vienna, Austria Workshop Paper, opens an external URL in a new window

Author(s): Johannes Lehner, Benedikt Alkin, Andreas Fürst, Elisabeth Rumetshofer, Lukas Miklautz, Sepp Hochreiter
Published:

Proceedings of the AAAI Conference on Artificial Intelligence, 2024, Vol. 38(4), pp.2965-2973

Author(s): Johannes Schimunek, Lukas Friedrich, Daniel Kuhn, and Günter Klambauer
Published:

International Conference on Learning Representations (ICLR 2024) Vienna, Austria, May 7th, 2024 to May 11th, 2024 PDF, opens an external URL in a new window

Author(s): Beck Maximilian , Pöppel Korbinian , Spanring Markus , Auer Andreas , Prudnikova Oleksandra , Kopp Michael , Klambauer Günter , Brandstetter Johannes , Hochreiter Sepp
Published: First Workshop on Long-Context Foundation Models@ ICML 2024, 2024 PDF, opens an external URL in a new window

Author(s): Sükei Emese , Rumetshofer Elisabeth , Schmidinger Niklas , Mayr Andreas , Schmidt-Erfurth Ursula , Klambauer Günter , Bogunovi Hrvoje
Published: IEEE: 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024 PDF, opens an external URL in a new window

Author(s): Schneckenreiter Lisa , Freinschlag Richard , Sestak Florian , Brandstetter Johannes , Klambauer Günter , Mayr Andreas
Published: International Conference On Learning Representations (ICLR 2024), 2024 PDF, opens an external URL in a new window

Author(s): Irene Huang, Wei Lin, Muhammad Jehanzeb Mirza, Jacob Hansen, Sivan Doveh, Victor Butoi, Roei Herzig, Assaf Arbelle, Hilde Kuehne, Trevor Darrell, Chuang Ga, Aude Oliva, Rogerio Feris, Leonid Karlinsky
Published: Conference Neural Information Processing Systems Foundation (NeurIPS 2024), Poster Presentation, December 09 - December 15, 2024, Vancouver, Canada PDF, opens an external URL in a new window

Publications (non-peer-reviewed)

Author(s): Schmidinger Niklas , Schneckenreiter Lisa , Seidl Philipp , Schimunek Johannes , Hoedt Pieter-Jan , Brandstetter Johannes , Mayr Andreas , Luukkonen Sohvi Iiri Maria , Hochreiter Sepp , Klambauer Günter
Published: arXiv.2411.04165, opens an external URL in a new window