Zobrazeno 1 - 10
of 1 120
pro vyhledávání: '"Khachaturov, A."'
Recent work shows that LLMs are vulnerable to data poisoning, in which they are trained on partially corrupted or harmful data. Poisoned data is hard to detect, breaks guardrails, and leads to undesirable and harmful behavior. Given the intense effor
Externí odkaz:
http://arxiv.org/abs/2408.02946
Autor:
Nowak, Micha V., Bott, Tim P., Khachaturov, David, Puppe, Frank, Krenzer, Adrian, Hekalo, Amar
Federated learning enables the training of machine learning models on distributed data without compromising user privacy, as data remains on personal devices and only model updates, such as gradients, are shared with a central coordinator. However, r
Externí odkaz:
http://arxiv.org/abs/2406.18745
Electrocardiogram (ECG) delineation plays a crucial role in assisting cardiologists with accurate diagnoses. Prior research studies have explored various methods, including the application of deep learning techniques, to achieve precise delineation.
Externí odkaz:
http://arxiv.org/abs/2406.02711
Autor:
Chezhegov, Savelii, Skorik, Sergey, Khachaturov, Nikolas, Shalagin, Danil, Avetisyan, Aram, Takáč, Martin, Kholodov, Yaroslav, Beznosikov, Aleksandr
The rapid development of machine learning and deep learning has introduced increasingly complex optimization challenges that must be addressed. Indeed, training modern, advanced models has become difficult to implement without leveraging multiple com
Externí odkaz:
http://arxiv.org/abs/2406.00846
Autor:
Khachaturov, David, Gao, Yue, Shumailov, Ilia, Mullins, Robert, Anderson, Ross, Fawaz, Kassem
Visual adversarial examples have so far been restricted to pixel-level image manipulations in the digital world, or have required sophisticated equipment such as 2D or 3D printers to be produced in the physical real world. We present the first ever m
Externí odkaz:
http://arxiv.org/abs/2310.00438
Autor:
Aleksey P. Vlasov, Makar Yu. Khachaturov, Tat'yana I. Vlasova, Nina Yu. Leshchankina, Ruslan R. Kazakov
Publikováno v:
Известия высших учебных заведений. Поволжский регион: Медицинские науки, Iss 1 (2024)
Background. Until now, acute pancreatitis remains in the focus of attention in modern abdominal surgery, which is due to the preservation of a high level of morbidity and mortality, as well as high treatment costs. The purpose of the study was to est
Externí odkaz:
https://doaj.org/article/e1c4586669d741d3a080c755bf4af81c
Inpainting is a learned interpolation technique that is based on generative modeling and used to populate masked or missing pieces in an image; it has wide applications in picture editing and retouching. Recently, inpainting started being used for wa
Externí odkaz:
http://arxiv.org/abs/2106.00660
Autor:
Nina A. Petunina, Narine S. Martirosian, Mikhail V. Khachaturov, Maria A. Zhutaeva, Anastasiia A. Shaposhnikova, Elizaveta V. Karpenko, Zaynab A. Abdulganieva
Publikováno v:
Consilium Medicum, Vol 25, Iss 4, Pp 229-235 (2023)
Prediabetes is defined as a disorder in which the criteria for diabetes mellitus are not met, but normal blood glucose values are exceeded; this intermediate hyperglycemia is associated with a high risk of developing diabetes and cardiovascular disea
Externí odkaz:
https://doaj.org/article/f51ab0aa31924868aa2871238dc4d0ec
Publikováno v:
Известия высших учебных заведений. Поволжский регион: Медицинские науки, Iss 3 (2023)
Background. Until now, the frequency of total mortality in Russia in acute pancreatitis (AP) remains high, amounting to 2-5 % in mild forms, and 12-75% in destructive forms. One of the reasons for this is insufficient knowledge of the pathogenetic
Externí odkaz:
https://doaj.org/article/13284a70b5304d3aa4e7e63e850633ed
Autor:
O. A. Osipova, E. V. Gosteva, N. I. Zhernakova, O. N. Belousova, Yu. V. Tatarintseva, А. N. Khachaturov
Publikováno v:
Кардиоваскулярная терапия и профилактика, Vol 21, Iss 5 (2022)
Aim. To assess the association of vitamin D deficiency with hormonal and metabolic disorders, including with insulin resistance and leptin levels, in patients with metabolic syndrome (MS) and chronic kidney disease (CKD).Material and methods. The stu
Externí odkaz:
https://doaj.org/article/2ab9e68dd58d42db8658bd881a6eee49