Zobrazeno 1 - 10
of 5 676
pro vyhledávání: '"Roshani, A."'
Autor:
Bastola, Ashish, Luitel, Nishant, Wang, Hao, Paudel, Danda Pani, Poudel, Roshani, Razi, Abolfazl
While deep learning models are powerful tools that revolutionized many areas, they are also vulnerable to noise as they rely heavily on learning patterns and features from the exact details of the clean data. Transformers, which have become the backb
Externí odkaz:
http://arxiv.org/abs/2411.13040
Autor:
Roshani, Mohammad Amin, Zhou, Xiangyu, Qiang, Yao, Suresh, Srinivasan, Hicks, Steve, Sethuraman, Usha, Zhu, Dongxiao
Large language models (LLMs) have shown remarkable capabilities in various natural language tasks and are increasingly being applied in healthcare domains. This work demonstrates a new LLM-powered disease risk assessment approach via streaming human-
Externí odkaz:
http://arxiv.org/abs/2409.15027
Autor:
Roshani, Navid, Stein, Jonas, Zorn, Maximilian, Kölle, Michael, Altmann, Philipp, Linnhoff-Popien, Claudia
A central challenge in quantum machine learning is the design and training of parameterized quantum circuits (PQCs). Much like in deep learning, vanishing gradients pose significant obstacles to the trainability of PQCs, arising from various sources.
Externí odkaz:
http://arxiv.org/abs/2408.04751
Autor:
Qiang, Yao, Zhou, Xiangyu, Zade, Saleh Zare, Roshani, Mohammad Amin, Khanduri, Prashant, Zytko, Douglas, Zhu, Dongxiao
The advent of Large Language Models (LLMs) has marked significant achievements in language processing and reasoning capabilities. Despite their advancements, LLMs face vulnerabilities to data poisoning attacks, where adversaries insert backdoor trigg
Externí odkaz:
http://arxiv.org/abs/2402.13459
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-20 (2024)
Abstract This research presents a new design and fabrication of a quadrature hybrid coupler using π-shaped lumped elements. The proposed π-shaped elements have resulted in ultra-size reduction and harmonic suppression ability simultaneously. The pr
Externí odkaz:
https://doaj.org/article/8af84c7f239148cf91c672884f054517
Autor:
Stein, Jonas, Roshani, Navid, Zorn, Maximilian, Altmann, Philipp, Kölle, Michael, Linnhoff-Popien, Claudia
Publikováno v:
Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 2. ICAART 2024
A central challenge in quantum machine learning is the design and training of parameterized quantum circuits (PQCs). Similar to deep learning, vanishing gradients pose immense problems in the trainability of PQCs, which have been shown to arise from
Externí odkaz:
http://arxiv.org/abs/2312.05552
Autor:
Coccia Mario, Roshani Saeed
Publikováno v:
Journal of Data and Information Science, Vol 9, Iss 4, Pp 71-89 (2024)
The goal of this study is to analyze the relationship between funded and unfunded papers and their citations in both basic and applied sciences.
Externí odkaz:
https://doaj.org/article/8a7f1c0ace3e434a968f67e696326ac8
Autor:
Amit Jha, MD, Hari Sapkota, MBBS, Prasanna Ghimire, MD, Nabin Paudel, MD, Roshani Ranabhat, MD, Sushmita Jha, MBBS
Publikováno v:
Radiology Case Reports, Vol 19, Iss 11, Pp 5328-5331 (2024)
The diagnosis of adult Hirschsprung disease (HD) is rare, furthermore there are only 3 or 4 cases of adult ultrashort segment HD (USHD) reported previously in English literature to our knowledge. Herein, we present a case of a 22-year-old female pres
Externí odkaz:
https://doaj.org/article/1b0f6941fb7041cf991f6423eec06e3d
Publikováno v:
Energy Science & Engineering, Vol 12, Iss 10, Pp 4532-4548 (2024)
Abstract In this study, computational fluid dynamic (CFD) simulation of a vertical axis wind turbine (VAWT) geometry based on the Unsteady Reynolds–Averaged Navier–Stokes equations was investigated. In addition, the relationship between the geome
Externí odkaz:
https://doaj.org/article/c4cd8a3e63fb41c5a552e9a7bbdbdefc
Publikováno v:
BMC Geriatrics, Vol 24, Iss 1, Pp 1-7 (2024)
Abstract Background Loneliness has been identified as a significant independent predictor of depression among older adults. Social support has been reported to play a protective role against both loneliness and depression in older adults. However, fe
Externí odkaz:
https://doaj.org/article/4545b0bc2a6349b2b6ac88bcfb3f1480