Zobrazeno 1 - 10
of 4 951
pro vyhledávání: '"Emde A"'
Autor:
Kayser, Maxime, Menzat, Bayar, Emde, Cornelius, Bercean, Bogdan, Novak, Alex, Espinosa, Abdala, Papiez, Bartlomiej W., Gaube, Susanne, Lukasiewicz, Thomas, Camburu, Oana-Maria
The growing capabilities of AI models are leading to their wider use, including in safety-critical domains. Explainable AI (XAI) aims to make these models safer to use by making their inference process more transparent. However, current explainabilit
Externí odkaz:
http://arxiv.org/abs/2410.12284
Autor:
Roccetti, Giulia, Bugliaro, Luca, Gödde, Felix, Emde, Claudia, Hamann, Ulrich, Manev, Mihail, Sterzik, Michael, Wehrum, Cedric
Surface albedo is an important parameter in radiative transfer simulations of the Earth's system, as it is fundamental to correctly calculate the energy budget of the planet. The Moderate Resolution Imaging Spectroradiometer (MODIS) instruments on NA
Externí odkaz:
http://arxiv.org/abs/2407.18030
Autor:
Pinchetti, Luca, Qi, Chang, Lokshyn, Oleh, Olivers, Gaspard, Emde, Cornelius, Tang, Mufeng, M'Charrak, Amine, Frieder, Simon, Menzat, Bayar, Bogacz, Rafal, Lukasiewicz, Thomas, Salvatori, Tommaso
In this work, we tackle the problems of efficiency and scalability for predictive coding networks in machine learning. To do so, we first propose a library called PCX, whose focus lies on performance and simplicity, and provides a user-friendly, deep
Externí odkaz:
http://arxiv.org/abs/2407.01163
Since neural classifiers are known to be sensitive to adversarial perturbations that alter their accuracy, \textit{certification methods} have been developed to provide provable guarantees on the insensitivity of their predictions to such perturbatio
Externí odkaz:
http://arxiv.org/abs/2405.13922
Publikováno v:
E3S Web of Conferences, Vol 231, p 01004 (2021)
This paper examines to what extent automated guided vehicles’ (AGV) batteries can be used as a mobile electrical energy storage to increase energy flexibility and reduce peak loads in manufacturing plants. First, it is indicated, what demand respon
Externí odkaz:
https://doaj.org/article/175369cb94b540c68497aba99a5c8792
Publikováno v:
Atmospheric Measurement Techniques, Vol 17, Pp 6769-6789 (2024)
We introduce a novel method to retrieve the cloud fraction and the optical thickness of liquid clouds over a water surface based on polarimetry. The approach is well suited for satellite observations providing multi-angle polarization measurements, i
Externí odkaz:
https://doaj.org/article/3b9b6299f7844f0e971e45654bbcea40
Publikováno v:
Atmospheric Measurement Techniques, Vol 17, Pp 6025-6046 (2024)
Surface albedo is an important parameter in radiative-transfer simulations of the Earth's system as it is fundamental for correctly calculating the energy budget of the planet. The Moderate Resolution Imaging Spectroradiometer (MODIS) instruments on
Externí odkaz:
https://doaj.org/article/e54028c4b90c45899081368875bcec0d
Autor:
Orange, Reut Kedem, Opatovski, Nadav, Xiao, Dafei, Ferdman, Boris, Alalouf, Onit, Pal, Sushanta Kumar, Wang, Ziyun, von der Emde, Henrik, Weber, Michael, Sahl, Steffen J., Ponjavic, Aleks, Arie, Ady, Hell, Stefan W., Shechtman, Yoav
Diffractive optical elements (DOEs) have a wide range of applications in optics and photonics, thanks to their capability to perform complex wavefront shaping in a compact form. However, widespread applicability of DOEs is still limited, because exis
Externí odkaz:
http://arxiv.org/abs/2303.15197
Autor:
Iman Hamid, Séverine Nantenaina Stéphie Raveloson, Germain Jules Spiral, Soanorolalao Ravelonjanahary, Brigitte Marie Raharivololona, José Mahenina Randria, Mosa Zafimaro, Tsiorimanitra Aimée Randriambola, Rota Mamimbahiny Andriantsoa, Tojo Julio Andriamahefa, Bodonomena Fitahiana Laza Rafidison, Mehreen Mughal, Anne-Katrin Emde, Melissa Hendershott, Sarah LeBaron von Baeyer, Kaja A. Wasik, Jean Freddy Ranaivoarisoa, Laura Yerges-Armstrong, Stephane E. Castel, Rindra Rakotoarivony
Publikováno v:
HGG Advances, Vol 5, Iss 4, Pp 100343- (2024)
Summary: The majority of human genomic research studies have been conducted in European-ancestry cohorts, reducing the likelihood of detecting potentially novel and globally impactful findings. Here, we present mid-pass whole-genome sequencing data a
Externí odkaz:
https://doaj.org/article/614920208f3d4d2d8bff5e464e4710c1
Autor:
Salvatori, Tommaso, Song, Yuhang, Yordanov, Yordan, Millidge, Beren, Xu, Zhenghua, Sha, Lei, Emde, Cornelius, Bogacz, Rafal, Lukasiewicz, Thomas
Predictive coding networks are neuroscience-inspired models with roots in both Bayesian statistics and neuroscience. Training such models, however, is quite inefficient and unstable. In this work, we show how by simply changing the temporal schedulin
Externí odkaz:
http://arxiv.org/abs/2212.00720