Zobrazeno 1 - 10
of 7 164
pro vyhledávání: '"A. Janowski"'
Autor:
Janowski, Łukasz, Skarlatos, Dimitrios, Agrafiotis, Panagiotis, Tysiąc, Paweł, Pydyn, Andrzej, Popek, Mateusz, Kotarba-Morley, Anna M., Mandlburger, Gottfried, Gajewski, Łukasz, Kołakowski, Mateusz, Papadaki, Alexandra, Gajewski, Juliusz
The very shallow marine basin of Puck Lagoon in the southern Baltic Sea, on the Northern coast of Poland, hosts valuable benthic habitats and cultural heritage sites. These include, among others, protected Zostera marina meadows, one of the Baltic's
Externí odkaz:
http://arxiv.org/abs/2411.08712
Autor:
Mallik, Neeratyoy, Janowski, Maciej, Hog, Johannes, Rakotoarison, Herilalaina, Klein, Aaron, Grabocka, Josif, Hutter, Frank
Scaling model sizes to scale performance has worked remarkably well for the current large language models paradigm. The research and empirical findings of various scaling studies led to novel scaling results and laws that guides subsequent research.
Externí odkaz:
http://arxiv.org/abs/2411.07340
Autor:
Arango, Sebastian Pineda, Janowski, Maciej, Purucker, Lennart, Zela, Arber, Hutter, Frank, Grabocka, Josif
Finetuning is a common practice widespread across different communities to adapt pretrained models to particular tasks. Text classification is one of these tasks for which many pretrained models are available. On the other hand, ensembles of neural n
Externí odkaz:
http://arxiv.org/abs/2410.19889
Autor:
Arango, Sebastian Pineda, Janowski, Maciej, Purucker, Lennart, Zela, Arber, Hutter, Frank, Grabocka, Josif
Ensemble methods are known for enhancing the accuracy and robustness of machine learning models by combining multiple base learners. However, standard approaches like greedy or random ensembles often fall short, as they assume a constant weight acros
Externí odkaz:
http://arxiv.org/abs/2410.04520
The datasets of most image quality assessment studies contain ratings on a categorical scale with five levels, from bad (1) to excellent (5). For each stimulus, the number of ratings from 1 to 5 is summarized and given in the form of the mean opinion
Externí odkaz:
http://arxiv.org/abs/2410.00817
Publikováno v:
IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Athens, Greece, 2024, pp. 249-253
Accurate, detailed, and high-frequent bathymetry, coupled with complex semantic content, is crucial for the undermapped shallow seabed areas facing intense climatological and anthropogenic pressures. Current methods exploiting remote sensing images t
Externí odkaz:
http://arxiv.org/abs/2405.15477
Autor:
van Rijn, Pol, Mertes, Silvan, Janowski, Kathrin, Weitz, Katharina, Jacoby, Nori, André, Elisabeth
Speech is a natural interface for humans to interact with robots. Yet, aligning a robot's voice to its appearance is challenging due to the rich vocabulary of both modalities. Previous research has explored a few labels to describe robots and tested
Externí odkaz:
http://arxiv.org/abs/2402.05206
Publikováno v:
TalTech Journal of European Studies, Vol 14, Iss 2, Pp 88-117 (2024)
The present study explores the process of agile transformation and the implementation of agile work practices in industrial companies, outlining an appropriate theoretical conceptual framework for the agile transformation of organizations. The purpos
Externí odkaz:
https://doaj.org/article/f1961cc77c8347f3890925bb16e9f00e
Autor:
Mallik, Neeratyoy, Bergman, Edward, Hvarfner, Carl, Stoll, Danny, Janowski, Maciej, Lindauer, Marius, Nardi, Luigi, Hutter, Frank
Hyperparameters of Deep Learning (DL) pipelines are crucial for their downstream performance. While a large number of methods for Hyperparameter Optimization (HPO) have been developed, their incurred costs are often untenable for modern DL. Consequen
Externí odkaz:
http://arxiv.org/abs/2306.12370
Autor:
Maciej Janowski
Publikováno v:
Probacja, Vol 3, Pp 225-249 (2024)
The article is devoted to the concept of "committing" a prohibited act (crime) constituting the central concepts of the Penal Code . The choice of this topic is due to the fact that the word "commit" has not been adequately explained, apart from earl
Externí odkaz:
https://doaj.org/article/8f6656a323ca47bda357b7195611f5a1