This work presents an innovative approach to image-to-image translation, focusing on converting colour pencil images, grayscale pencil images, and grayscale images into RGB images using the Pix2Pix GAN. Building upon ...
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The demand for advanced, non-invasive blood glucose monitoring technologies has driven extensive research into radar sensing applications. This paper introduces a dual-band, dual independently-tunable near-field focus...
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White blood cells are warrior cells that protect the human body against external factors. Each of these warrior cells performs a distinct task, making every piece of information about them highly valuable in the medic...
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This study introduces SmartPattern, a novel machine learning-based framework to detect reentrancy attacks in smart contracts, a critical threat to blockchain security. Analyzing 40,000 smart contract, SmartPattern ach...
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We consider the problem of estimating differences in two multi-attribute Gaussian graphical models (GGMs) which are known to have similar structure, using a penalized D-trace loss function with nonconvex penalties. Th...
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The integration of distributed energy resources (DERs) is revolutionizing the power grid but introduces nu-merous challeng.s for traditional protection schemes. These include blinding, selectivity issues, sensitivity ...
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The rapid development of edge AI applications has led to the demand for high-performance, power-efficient embedded computing platforms. This paper evaluates the computational efficiency, power consumption, and thermal...
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Traditional centralized machine learning faces chal-leng.s with 'data label scarcity' and 'data privacy', especially in medical data classification. Semi-supervised learning leverages unlabeled data, w...
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We address the problem of learning the topology of directed acyclic graphs (DAGs) from nodal observations, which adhere to a linear structural equation model. Recent advances framed the combinatorial DAG structure lea...
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Most imaging solutions that utilize ultrasound wave propagation require the projection of temporal signals received by transducer elements into spatial maps. This process, known as beamforming, requires knowledge of t...
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