Zobrazeno 1 - 10
of 7 405
pro vyhledávání: '"A. Kazmierczak"'
Autor:
Kazmierczak, Rémi, Azzolin, Steve, Berthier, Eloïse, Hedström, Anna, Delhomme, Patricia, Bousquet, Nicolas, Frehse, Goran, Mancini, Massimiliano, Caramiaux, Baptiste, Passerini, Andrea, Franchi, Gianni
In this paper, we introduce PASTA (Perceptual Assessment System for explanaTion of Artificial intelligence), a novel framework for a human-centric evaluation of XAI techniques in computer vision. Our first key contribution is a human evaluation of XA
Externí odkaz:
http://arxiv.org/abs/2411.02470
Random forests utilize bootstrap sampling to create an individual training set for each component tree. This involves sampling with replacement, with the number of instances equal to the size of the original training set ($N$). Research literature in
Externí odkaz:
http://arxiv.org/abs/2410.04297
The tunability and spatial precision of paramagnetic molecules makes them attractive for quantum sensing. However, usual microwave-based detection methods have poor temporal and spatial resolution, and optical methods compatible with room-temperature
Externí odkaz:
http://arxiv.org/abs/2407.19032
Autor:
Poh, Yong Rui, Morozov, Dmitry, Kazmierczak, Nathanael P., Hadt, Ryan G., Groenhof, Gerrit, Yuen-Zhou, Joel
Publikováno v:
J. Am. Chem. Soc. 2024, 146, 22, 15549-15561
High-spin molecules allow for bottom-up qubit design and are promising platforms for magnetic sensing and quantum information science. Optical addressability of molecular electron spins has also been proposed in first-row transition metal complexes v
Externí odkaz:
http://arxiv.org/abs/2403.09102
Publikováno v:
Transactions on Machine Learning Research (05/2024)
In this paper, we introduce an explainable algorithm designed from a multi-modal foundation model, that performs fast and explainable image classification. Drawing inspiration from CLIP-based Concept Bottleneck Models (CBMs), our method creates a lat
Externí odkaz:
http://arxiv.org/abs/2312.00110
Autor:
Beck, André, Lebouteiller, Vianney, Madden, Suzanne C., Bryant, Aaron, Fischer, Christian, Iserlohe, Christof, Kaźmierczak-Barthel, Maja, Krabbe, Alfred, Latzko, Serina T., Pérez-Beaupuits, Juan-Pablo, Ramambason, Lise, Zinnecker, Hans
Publikováno v:
A&A 680, A55 (2023)
Context. Multi-wavelength studies of galaxies and galactic nuclei allow us to build a relatively more complete picture of the interstellar medium (ISM), especially in the dusty regions of starburst galaxies. An understanding of the physical processes
Externí odkaz:
http://arxiv.org/abs/2310.02584
Autor:
Kaźmierczak, P., Binder, J., Boryczko, K., Ciuk, T., Strupiński, W., Stępniewski, R., Wysmołek, A.
Graphene flow sensors hold great prospects for applications, but also encounter many difficulties, such as unwanted electrochemical phenomena, low measurable signal and limited dependence on the flow direction. This study proposes a novel approach al
Externí odkaz:
http://arxiv.org/abs/2308.00965
Autor:
Hariat, Marwane, Laurent, Olivier, Kazmierczak, Rémi, Zhang, Shihao, Bursuc, Andrei, Yao, Angela, Franchi, Gianni
Publikováno v:
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision. 2024. p. 3894-3905
Semantic segmentation methods have advanced significantly. Still, their robustness to real-world perturbations and object types not seen during training remains a challenge, particularly in safety-critical applications. We propose a novel approach to
Externí odkaz:
http://arxiv.org/abs/2308.02535
Autor:
Le, N., Karska, A., Figueira, M., Sewiło, M., Mirocha, A., Fischer, Ch., Kaźmierczak-Barthel, M., Klein, R., Gawroński, M., Koprowski, M., Kowalczyk, K., Fischer, W. J., Menten, K. M., Wyrowski, F., König, C., Kristensen, L. E.
Publikováno v:
A&A 674, A64 (2023)
(abridged) Far-infrared (FIR) line emission provides key information about the gas cooling and heating due to shocks and UV radiation associated with the early stages of star formation. Gas cooling via FIR lines might, however, depend on metallicity.
Externí odkaz:
http://arxiv.org/abs/2304.08127
Autor:
Hudkins, Matthew, Hamilton, Heather, Underwood, Samantha J., Kazmierczak, Diana E., Dewey, Elizabeth N., Kazmierczak, Steven C., Messer, William B., Khan, Akram, Schreiber, Martin A., Farrell, David H.
Publikováno v:
In Blood Cells, Molecules and Diseases July 2024 107
