Zobrazeno 1 - 10
of 13 390
pro vyhledávání: '"Nguyen, Ngoc A."'
Autor:
Nguyen, Ngoc Cuong
We present novel model reduction methods for rapid solution of parametrized nonlinear partial differential equations (PDEs) in real-time or many-query contexts. Our approach combines reduced basis (RB) space for rapidly convergent approximation of th
Externí odkaz:
http://arxiv.org/abs/2410.02100
Autor:
Nguyen, Ngoc Cuong
We present a model reduction approach for the real-time solution of time-dependent nonlinear partial differential equations (PDEs) with parametric dependencies. The approach integrates several ingredients to develop efficient and accurate reduced-ord
Externí odkaz:
http://arxiv.org/abs/2410.02093
Autor:
Ambrosino, Luca, Calafiore, Giuseppe, Nguyen, Khai Manh, Zorgati, Riadh, Nguyen-Ngoc, Doanh, Ghaoui, Laurent El
As the global focus on combating environmental pollution intensifies, the transition to sustainable energy sources, particularly in the form of electric vehicles (EVs), has become paramount. This paper addresses the pressing need for Smart Charging f
Externí odkaz:
http://arxiv.org/abs/2409.08638
Skip connections are fundamental architecture designs for modern deep neural networks (DNNs) such as CNNs and ViTs. While they help improve model performance significantly, we identify a vulnerability associated with skip connections to Model Inversi
Externí odkaz:
http://arxiv.org/abs/2409.01696
Model Inversion (MI) is a type of privacy violation that focuses on reconstructing private training data through abusive exploitation of machine learning models. To defend against MI attacks, state-of-the-art (SOTA) MI defense methods rely on regular
Externí odkaz:
http://arxiv.org/abs/2409.01062
Autor:
Ahn, Hyunsoo, Nguyen, Ngoc Cuong
We obtain the convergence speed for Fekete points on uniformly polynomially cuspidal compact sets introduced by Pawlucki and Ple\'sniak. This is done by showing that these sets are $(\mathscr{C}^{\alpha}, \mathscr{C}^{\alpha'})$-regular in the sense
Externí odkaz:
http://arxiv.org/abs/2408.03053
Publikováno v:
Computers and Electrical Engineering 119 (2024) 109474
Visual Question Answering (VQA) has recently emerged as a potential research domain, captivating the interest of many in the field of artificial intelligence and computer vision. Despite the prevalence of approaches in English, there is a notable lac
Externí odkaz:
http://arxiv.org/abs/2407.21229
Autor:
Khanh, Trinh Le Ba, Nguyen, Huy-Hung, Pham, Long Hoang, Tran, Duong Nguyen-Ngoc, Jeon, Jae Wook
In object detection, unsupervised domain adaptation (UDA) aims to transfer knowledge from a labeled source domain to an unlabeled target domain. However, UDA's reliance on labeled source data restricts its adaptability in privacy-related scenarios. T
Externí odkaz:
http://arxiv.org/abs/2407.16497
Autor:
Lima, Keila, Nguyen, Ngoc-Thanh, Heldal, Rogardt, Kristensen, Lars Michael, Oyetoyan, Tosin Daniel, Pelliccione, Patrizio, Knauss, Eric
Marine in-situ data is collected by sensors mounted on fixed or mobile systems deployed into the ocean. This type of data is crucial both for the ocean industries and public authorities, e.g., for monitoring and forecasting the state of marine ecosys
Externí odkaz:
http://arxiv.org/abs/2407.13231
We prove that the Dirichlet problem for the complex Hessian equation has the H\"older continuous solution provided it has a subsolution with this property. Compared to the previous result of Benali-Zeriahi and Charabati-Zeriahi we remove the assumpti
Externí odkaz:
http://arxiv.org/abs/2407.13130