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Institute for Machine Learning
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Publications 2024
 

Journals

Author(s):
Published:
Emese Sükei, Elisabeth Rumetshofer, Niklas Schmidinger, Andreas Mayr, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje BogunovićIn 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (pp. 1-5) PDF, opens an external URL in a new window
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):
Published:
Emese Sükei, Sophie Riedl, Elisabeth Rumetshofer, Niklas Schmidinger, Andreas Mayr, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje BogunovicInvestigative Ophthalmology & Visual Science, 65(7), pp 450-450, 2024
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):
Published:
Andreas Auer, Martin Gauch, Frederik Kratzert, Grey Nearing, Sepp Hochreiter, and Daniel KlotzHydrology and Earth System Sciences Discussions, 28(17), pp 4099–4126, 2024 PDF, opens an external URL in a new window
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):
Published:
Johannes Schimunek, Philipp Seidl, Katarina Elez, Tim Hempel, Tuan Le, Frank Noé, Simon Olsson, Lluís Raich, Robin Winter, Hatice Gokcan, and othersMolecular Informatics, 2024, Vol. 43(1), pp. e202300262
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):
Published:
Emma Svensson, Pieter-Jan Hoedt, Sepp Hochreiter, and Günter KlambauerJournal of Chemical Information and Modeling, American Chemical Society, 2024
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):
Published:
Thomas Tschoellitsch , Philipp Moser, Alexander Maletzky, Philipp Seidl, Carl Böck, Theresa Roland, Helga Ludwig, Susanne Süssner, Sepp Hochreiter, Jens MeierAnesthesia & Analgesia, LWW, 2024, Vol. 138(3), pp. 645-654 PDF, opens an external URL in a new window
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):
Published:
Sükei Emese , Rumetshofer Elisabeth , Schmidinger Niklas , Mayr Andreas , Schmidt-Erfurth Ursula , Klambauer Günter , Bogunovi HrvojeNature Publishing Group UK London, in Scientific Reports, Vol. 14, Nr. 1, 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: Nature Publishing Group UK London, in Scientific Reports, Vol. 14, Nr. 1, 2024 PDF, opens an external URL in a new window

Author(s):
Published:
Renz Philipp , Luukkonen Sohvi Iiri Maria , Klambauer GünterAmerican 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
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):
Published:
Benedikt Alkin, Andreas Fürst, Simon Schmid, Lukas Gruber, Markus Holzleitner, Johannes BrandstetterConference 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):
Published:
Benedikt Alkin, Andreas Fürst, Simon Schmid, Lukas Gruber, Markus Holzleitner, Johannes BrandstetterConference 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):
Published:
M. Jehanzeb Mirza, Leonid Karlinsky, Wei Lin, Sivan Doveh, Jakub Micorek, Mateusz Kozinski, Hilde Kuehne, Horst PosseggerThe 18th European Conference on Computer Vision ECCV 2024 https://doi.org/10.48550/arXiv.2403.11755, opens an external URL in a new window
Author(s): M. Jehanzeb Mirza, Leonid Karlinsky, Wei Lin, Sivan Doveh, Jakub Micorek, Mateusz Kozinski, Hilde Kuehne, Horst Possegger
Published: The 18th European Conference on Computer Vision ECCV 2024 https://doi.org/10.48550/arXiv.2403.11755, opens an external URL in a new window

Author(s):
Published:
Maksim Zhdanov, David Ruhe, Maurice Weiler, Ana Lucic, Johannes Brandstetter, Patrick ForréInternational Conference on Machine Learning (ICML 2024), Jul 21-27, 2024, Vienna, Austria Proceedings, opens an external URL in a new window, https://arxiv.org/abs/2402.14730, opens an external URL in a new window
Author(s): Maksim Zhdanov, David Ruhe, Maurice Weiler, Ana Lucic, Johannes Brandstetter, Patrick Forré
Published: International Conference on Machine Learning (ICML 2024), Jul 21-27, 2024, Vienna, Austria Proceedings, opens an external URL in a new window, https://arxiv.org/abs/2402.14730, opens an external URL in a new window

Author(s):
Published:
Artur Toshev, Jonas Erbesdobler, Nikolaus Adams, Johannes Brandstetter

International Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, opens an external URL in a new window, https://arxiv.org/abs/2402.06275, opens an external URL in a new window

Author(s): Artur Toshev, Jonas Erbesdobler, Nikolaus Adams, Johannes Brandstetter
Published:

International Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, opens an external URL in a new window, https://arxiv.org/abs/2402.06275, opens an external URL in a new window

Author(s):
Published:
Sebastian Sanokowski, Sepp Hochreiter, Sebastian LehnerInternational Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, opens an external URL in a new windowhttps://arxiv.org/abs/2406.01661, opens an external URL in a new window, https://arxiv.org/abs/2402.13891, opens an external URL in a new window

 

Author(s): Sebastian Sanokowski, Sepp Hochreiter, Sebastian Lehner
Published: International Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, opens an external URL in a new windowhttps://arxiv.org/abs/2406.01661, opens an external URL in a new window, https://arxiv.org/abs/2402.13891, opens an external URL in a new window

 

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

International Conference on Machine Learning (ICML 2024), Jul 21-27,2024, Vienna, Austria Proceedings, 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):
Published:
Ghadi S. Al Hajj, Aliaksandr Hubin, Chakravarthi Kanduri, Milena Pavlović, Knut Rand, Michael Widrich, Anne Solberg, Victor Greiff, Johan Pensar, Günter Klambauer, Geir Kjetil SandveInternational 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):
Published:
Arturs Berzins, Andreas Radler, Sebastian Sanokowski, Sepp Hochreiter, Johannes BrandstetterInternational 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): 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):
Published:
Claus Hofmann, Simon Lucas Schmid, Bernhard Lehner, Daniel Klotz, Sepp HochreiterInternational 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): 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):
Published:
Johannes Lehner, Benedikt Alkin, Andreas Fürst, Elisabeth Rumetshofer, Lukas Miklautz, Sepp Hochreiter

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

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

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): 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):
Published:
Beck Maximilian , Pöppel Korbinian , Spanring Markus , Auer Andreas , Prudnikova Oleksandra , Kopp Michael , Klambauer Günter , Brandstetter Johannes , Hochreiter SeppFirst Workshop on Long-Context Foundation Models@ ICML 2024, 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):
Published:
Sükei Emese , Rumetshofer Elisabeth , Schmidinger Niklas , Mayr Andreas , Schmidt-Erfurth Ursula , Klambauer Günter , Bogunovi HrvojeIEEE: 2024 IEEE International Symposium on Biomedical Imaging (ISBI), 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):
Published:
Schneckenreiter Lisa , Freinschlag Richard , Sestak Florian , Brandstetter Johannes , Klambauer Günter , Mayr AndreasInternational Conference On Learning Representations (ICLR 2024), 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):
Published:
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 KarlinskyConference 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): 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):
Published:
Schmidinger Niklas , Schneckenreiter Lisa , Seidl Philipp , Schimunek Johannes , Hoedt Pieter-Jan , Brandstetter Johannes , Mayr Andreas , Luukkonen Sohvi Iiri Maria , Hochreiter Sepp , Klambauer GünterarXiv.2411.04165, opens an external URL in a new window
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