Zobrazeno 1 - 10
of 45 331
pro vyhledávání: '"A de Silva"'
Model interpretability is a key challenge that has yet to align with the advancements observed in contemporary state-of-the-art deep learning models. In particular, deep learning aided vision tasks require interpretability, in order for their adoptio
Externí odkaz:
http://arxiv.org/abs/2411.10273
Autor:
Kundu, Joyjit, Bhattacharjee, Debjyoti, Josephsen, Nathan, Pokhrel, Ankit, De Silva, Udara, Guo, Wenzhe, Van Winckel, Steven, Brebels, Steven, Perumkunnil, Manu, Herr, Quentin, Herr, Anna
Publikováno v:
DATE 2025
Superconducting Digital (SCD) technology offers significant potential for enhancing the performance of next generation large scale compute workloads. By leveraging advanced lithography and a 300 mm platform, SCD devices can reduce energy consumption
Externí odkaz:
http://arxiv.org/abs/2411.08645
Autor:
De Silva, Ashwin, Ramesh, Rahul, Yang, Rubing, Yu, Siyu, Vogelstein, Joshua T, Chaudhari, Pratik
In real-world applications, the distribution of the data, and our goals, evolve over time. The prevailing theoretical framework for studying machine learning, namely probably approximately correct (PAC) learning, largely ignores time. As a consequenc
Externí odkaz:
http://arxiv.org/abs/2411.00109
Autor:
Das, Pradosh Barun, Zucker, Daniel B., De Silva, Gayandhi M., Borsato, Nicholas W., Mura-Guzmán, Aldo, Buder, Sven, Ness, Melissa, Nordlander, Thomas, Casey, Andrew R., Martell, Sarah L., Bland-Hawthorn, Joss, de Grijs, Richard, Freeman, Ken C., Kos, Janez, Stello, Dennis, Lewis, Geraint F., Hayden, Michael R., Sharma, Sanjib
Analysing stellar parameters and abundances from nearly one million Gaia DR3 Radial Velocity Spectrometer (RVS) spectra poses challenges due to the limited spectral coverage (restricted to the infrared Ca II triplet) and variable signal-to-noise rati
Externí odkaz:
http://arxiv.org/abs/2410.12272
The Clifford hierarchy, introduced by Gottesman and Chuang in 1999, is an increasing sequence of sets of quantum gates crucial to the gate teleportation model for fault-tolerant quantum computation. Gates in the hierarchy can be deterministically imp
Externí odkaz:
http://arxiv.org/abs/2410.01887
Autor:
Schütze, Paul, Abel, Aenne, Burkart, Florian, de Silva, L. Malinda S., Dinter, Hannes, Dojan, Kevin, Herkert, Adrian, Jaster-Merz, Sonja, Kellermeier, Max Joseph, Kuropka, Willi, Mayet, Frank, Daza, Sara Ruiz, Spannagel, Simon, Vinatier, Thomas, Wennlöf, Håkan
The electronCT technique is an imaging method based on the multiple Coulomb scattering of relativistic electrons and has potential applications in medical and industrial imaging. It utilizes a pencil beam of electrons in the very high energy electron
Externí odkaz:
http://arxiv.org/abs/2409.20091
Actively participating in body movement such as dance, sports, and fitness activities is challenging for people who are blind or have low vision (BLV). Teachers primarily rely on verbal instructions and physical demonstrations with limited accessibil
Externí odkaz:
http://arxiv.org/abs/2409.19935
Autor:
Buder, S., Kos, J., Wang, E. X., McKenzie, M., Howell, M., Martell, S. L., Hayden, M. R., Zucker, D. B., Nordlander, T., Montet, B. T., Traven, G., Bland-Hawthorn, J., De Silva, G. M., Freeman, K. C., Lewis, G. F., Lind, K., Sharma, S., Simpson, J. D., Stello, D., Zwitter, T., Amarsi, A. M., Armstrong, J. J., Banks, K., Beavis, M. A., Beeson, K., Chen, B., Ciucă, I., Da Costa, G. S., de Grijs, R., Martin, B., Nataf, D. M., Ness, M. K., Rains, A. D., Scarr, T., Vogrinčič, R., Wang, Z., Wittenmyer, R. A., Xie, Y., Collaboration, The GALAH
The stars of the Milky Way carry the chemical history of our Galaxy in their atmospheres as they journey through its vast expanse. Like barcodes, we can extract the chemical fingerprints of stars from high-resolution spectroscopy. The fourth data rel
Externí odkaz:
http://arxiv.org/abs/2409.19858
In the study of auditory attention, it has been revealed that there exists a robust correlation between attended speech and elicited neural responses, measurable through electroencephalography (EEG). Therefore, it is possible to use the attention inf
Externí odkaz:
http://arxiv.org/abs/2409.02489
Autor:
Atapattu, Sachithra, De Silva, Oscar, Wanasinghe, Thumeera R, Mann, George K I, Gosine, Raymond G
This study presents a machine learning-aided approach to accurately estimate the region of attraction (ROA) of a multi-rotor unmanned aerial vehicle (UAV) controlled using a linear quadratic regulator (LQR) controller. Conventional ROA estimation app
Externí odkaz:
http://arxiv.org/abs/2409.00257