Zobrazeno 1 - 10
of 8 092
pro vyhledávání: '"A Soltan"'
Autor:
Sanghera, Rohan, Thirunavukarasu, Arun James, Khoury, Marc El, O'Logbon, Jessica, Chen, Yuqing, Watt, Archie, Mahmood, Mustafa, Butt, Hamid, Nishimura, George, Soltan, Andrew
Large language models (LLMs) excel in tasks requiring processing and interpretation of input text. Abstract screening is a labour-intensive component of systematic review involving repetitive application of inclusion and exclusion criteria on a large
Externí odkaz:
http://arxiv.org/abs/2411.02451
Autor:
Paupa, Wojciech, Sołtan, Piotr M.
We compute the independence number, zero-error capacity, and the values of the Lov\'asz function and the quantum Lov\'asz function for the quantum graph associated to the partial trace quantum channel $\operatorname{Tr}_n\otimes\mathrm{id}_k\colon\op
Externí odkaz:
http://arxiv.org/abs/2408.16858
Autor:
Weiss, Erik, Cech, Marcel, Soltan, Stanislaw, Koppenhöfer, Martin, Krebsbach, Michael, Wellens, Thomas, Braun, Daniel
With the growing number of qubits of quantum information processing devices, the task of fully characterizing these processors becomes increasingly unfeasible. From a practical perspective, one wants to find possible errors in the functioning of the
Externí odkaz:
http://arxiv.org/abs/2405.20828
Autor:
Cemin, Giovanni, Cech, Marcel, Weiss, Erik, Soltan, Stanislaw, Braun, Daniel, Lesanovsky, Igor, Carollo, Federico
Publikováno v:
Phys. Rev. A 110, 052418 (2024)
World-wide efforts aim at the realization of advanced quantum simulators and processors. However, despite the development of intricate hardware and pulse control systems, it may still not be generally known which effective quantum dynamics, or channe
Externí odkaz:
http://arxiv.org/abs/2405.12598
The emergence of Large Language Models (LLMs) with capabilities like In-Context Learning (ICL) has ushered in new possibilities for data generation across various domains while minimizing the need for extensive data collection and modeling techniques
Externí odkaz:
http://arxiv.org/abs/2404.09163
Autor:
Krajczok, Jacek, Sołtan, Piotr M.
We introduce and study a number of invariants of locally compact quantum groups defined by their scaling and modular groups and the spectrum of their modular elements. Focusing mainly on compact quantum groups we consider the question whether trivial
Externí odkaz:
http://arxiv.org/abs/2311.01204
In this paper, we propose a human trajectory prediction model that combines a Long Short-Term Memory (LSTM) network with an attention mechanism. To do that, we use attention scores to determine which parts of the input data the model should focus on
Externí odkaz:
http://arxiv.org/abs/2309.00331
Autor:
Anshul Thakur, Soheila Molaei, Pafue Christy Nganjimi, Fenglin Liu, Andrew Soltan, Patrick Schwab, Kim Branson, David A. Clifton
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-14 (2024)
Abstract Robust data privacy regulations hinder the exchange of healthcare data among institutions, crucial for global insights and developing generalised clinical models. Federated learning (FL) is ideal for training global models using datasets fro
Externí odkaz:
https://doaj.org/article/0662625f7c2646b898f3637c5ae0ac41
Pre-trained encoder-only and sequence-to-sequence (seq2seq) models each have advantages, however training both model types from scratch is computationally expensive. We explore recipes to improve pre-training efficiency by initializing one model from
Externí odkaz:
http://arxiv.org/abs/2306.08756
Autor:
El‐Katcha, Mohamed I.1 (AUTHOR), Soltan, Mosaad A.1 (AUTHOR), Ghamry, Heba I.2 (AUTHOR), El‐Nahas, Abeer F.3 (AUTHOR), Al‐Shuraym, Laila A.4 (AUTHOR), Mihaela, Ostan5 (AUTHOR), Olga, Rada5 (AUTHOR) olga_rada@usvt.ro, Azab, Rasha E.6 (AUTHOR), Abdeen, Ahmed7 (AUTHOR), Shukry, Mustafa8 (AUTHOR) mostafa.ataa@vet.kfs.edu.eg, El‐Shobokshy, Set A.1 (AUTHOR)
Publikováno v:
Veterinary Medicine & Science. Nov2024, Vol. 10 Issue 6, p1-20. 20p.