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Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report


Nov 09, 2022
Ivan Svogor, Christian Eichenberger, Markus Spanring, Moritz Neun, Michael Kopp

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Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection


Oct 09, 2022
Shizhen Chang, Michael Kopp, Pedram Ghamisi

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Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network


Sep 23, 2022
Mario Krenn, Lorenzo Buffoni, Bruno Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, Joao P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp

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* 13 pages, 7 figures. Comments welcome! 

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Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks


Aug 08, 2022
Yonghao Xu, Weikang Yu, Pedram Ghamisi, Michael Kopp, Sepp Hochreiter

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Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection


Jun 01, 2022
Omid Ghorbanzadeh, Yonghao Xu, Pedram Ghamis, Michael Kopp, David Kreil

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Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes


Apr 01, 2022
Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David Kreil, Sepp Hochreiter

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* Pre-print under review, submitted to Proceedings of Machine Learning Research 

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CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP


Oct 21, 2021
Andreas Fürst, Elisabeth Rumetshofer, Viet Tran, Hubert Ramsauer, Fei Tang, Johannes Lehner, David Kreil, Michael Kopp, Günter Klambauer, Angela Bitto-Nemling, Sepp Hochreiter

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* 14 pages (+ appendix); Blog: https://ml-jku.github.io/cloob GitHub: https://github.com/ml-jku/cloob 

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A remark on a paper of Krotov and Hopfield [arXiv:2008.06996]


Jun 03, 2021
Fei Tang, Michael Kopp

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* 1 page, 8 formulae 

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Cross-Domain Few-Shot Learning by Representation Fusion


Oct 13, 2020
Thomas Adler, Johannes Brandstetter, Michael Widrich, Andreas Mayr, David Kreil, Michael Kopp, Günter Klambauer, Sepp Hochreiter

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