Zobrazeno 1 - 10
of 16 813
pro vyhledávání: '"Mundt"'
Autor:
Ilievski, Filip, Hammer, Barbara, van Harmelen, Frank, Paassen, Benjamin, Saralajew, Sascha, Schmid, Ute, Biehl, Michael, Bolognesi, Marianna, Dong, Xin Luna, Gashteovski, Kiril, Hitzler, Pascal, Marra, Giuseppe, Minervini, Pasquale, Mundt, Martin, Ngomo, Axel-Cyrille Ngonga, Oltramari, Alessandro, Pasi, Gabriella, Saribatur, Zeynep G., Serafini, Luciano, Shawe-Taylor, John, Shwartz, Vered, Skitalinskaya, Gabriella, Stachl, Clemens, van de Ven, Gido M., Villmann, Thomas
Recent advances in AI -- including generative approaches -- have resulted in technology that can support humans in scientific discovery and decision support but may also disrupt democracies and target individuals. The responsible use of AI increasing
Externí odkaz:
http://arxiv.org/abs/2411.15626
Deep networks are frequently tuned to novel tasks and continue learning from ongoing data streams. Such sequential training requires consolidation of new and past information, a challenge predominantly addressed by retaining the most important data p
Externí odkaz:
http://arxiv.org/abs/2410.05800
Autor:
Oltersdorff-Kalettka, Anna-Maria von, Meinel, Janina, Voigt, Karen, Mundt, Thomas, Bleckwenn, Markus, Bergmann, Antje, Gottschall, Mandy
Background The coronavirus pandemic poses many challenges for medical personnel. During the first phase of the pandemic, psychological stress became increasingly apparent. This was a complex and difficult situation, especially for physician residents
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A91651
https://tud.qucosa.de/api/qucosa%3A91651/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A91651/attachment/ATT-0/
Endkunden legen bei ihren Kaufentscheidungen immer mehr Wert auf Individualität. Als Reaktion darauf, haben Unternehmen das Potential der Co-Creation erkannt. Dies beschreibt die Zusammenstellung eines komplexen Produktes durch den Kunden selbst. Au
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A75910
https://tud.qucosa.de/api/qucosa%3A75910/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A75910/attachment/ATT-0/
Medical image distributions shift constantly due to changes in patient population and discrepancies in image acquisition. These distribution changes result in performance deterioration; deterioration that continual learning aims to alleviate. However
Externí odkaz:
http://arxiv.org/abs/2407.21216
Autor:
Hochstatter, Karli R, Hull, Shawnika J, Sethi, Ajay K, Burns, Marguerite E, Mundt, Marlon P, Westergaard, Ryan P
Publikováno v:
Journal of Medical Internet Research, Vol 22, Iss 9, p e19703 (2020)
BackgroundSyringe service programs (SSPs) are safe, highly effective programs for promoting health among people who inject drugs. However, resource limitations prevent the delivery of a full package of prevention services to many clients in need. Com
Externí odkaz:
https://doaj.org/article/ae277d8042ed454fa24d71ecf1b2627e
Evidence-based practice (EBP) in software engineering aims to improve decision-making in software development by complementing practitioners' professional judgment with high-quality evidence from research. We believe the use of EBP techniques may be
Externí odkaz:
http://arxiv.org/abs/2403.16827
Autor:
Busch, Florian Peter, Kamath, Roshni, Mitchell, Rupert, Stammer, Wolfgang, Kersting, Kristian, Mundt, Martin
A dataset is confounded if it is most easily solved via a spurious correlation, which fails to generalize to new data. In this work, we show that, in a continual learning setting where confounders may vary in time across tasks, the challenge of mitig
Externí odkaz:
http://arxiv.org/abs/2402.06434
The quest to improve scalar performance numbers on predetermined benchmarks seems to be deeply engraved in deep learning. However, the real world is seldom carefully curated and applications are seldom limited to excelling on test sets. A practical s
Externí odkaz:
http://arxiv.org/abs/2402.04814