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   Articles with "discriminator" as a keyword



Design and analysis of a generalized DLL/FLL discriminator for GPS receivers

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recommendations! Published in 2018 at "GPS Solutions"

DOI: 10.1007/s10291-018-0729-7

Abstract: High-performance discriminators are of a significant interest in GPS receiver tracking-loop design. Main lobes of both the auto-correlation function of the band-limited pseudorandom noise code and the sinc function resulting from the carrier frequency tracking,… read more here.

Keywords: generalized dll; dll fll; discriminator; gps ... See more keywords

Sequence generative adversarial nets with a conditional discriminator

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recommendations! Published in 2021 at "Neurocomputing"

DOI: 10.1016/j.neucom.2020.10.108

Abstract: Abstract The success of Generative Adversarial Networks (GANs) in image generation attracts researchers to design sequence GANs in text generation. However, the discriminators of those sequence GANs usually provide only one signal per sequence, which… read more here.

Keywords: generative adversarial; adversarial nets; conditional discriminator; discriminator ... See more keywords

Waist-to-height ratio is a better discriminator of cardiovascular disease than other anthropometric indicators in Kurdish adults

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recommendations! Published in 2020 at "Scientific Reports"

DOI: 10.1038/s41598-020-73224-8

Abstract: It has been suggested that abdominal obesity might be a better cardiovascular diseases (CVDs) discriminator than overall obesity. The most appropriate obesity measures for estimating CVD events in Kurdish populations have not been well-recognized. The… read more here.

Keywords: waist height; height ratio; study; discriminator ... See more keywords

An enzyme-powered microRNA discriminator for the subtype-specific diagnosis of breast cancer

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recommendations! Published in 2023 at "Chemical Science"

DOI: 10.1039/d3sc00090g

Abstract: Breast cancer, a disease with highly heterogeneous features, is the most common malignancy diagnosed in people worldwide. Early diagnosis of breast cancer is crucial for improving its cure rate, and accurate classification of the subtype-specific… read more here.

Keywords: breast cancer; breast; subtype specific; discriminator ... See more keywords

Image Inpainting Based on Generative Adversarial Networks

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recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2970169

Abstract: Image inpainting aims to fill missing regions of a damaged image with plausibly synthesized content. Existing methods for image inpainting either fill the missing regions by borrowing information from surrounding areas or generating semantically coherent… read more here.

Keywords: image inpainting; inpainting based; image; generator ... See more keywords

Ad-Corre: Adaptive Correlation-Based Loss for Facial Expression Recognition in the Wild

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3156598

Abstract: Automated Facial Expression Recognition (FER) in the wild using deep neural networks is still challenging due to intra-class variations and inter-class similarities in facial images. Deep Metric Learning (DML) is among the widely used methods… read more here.

Keywords: feature vectors; recognition; discriminator; class ... See more keywords

Stochastically Flipping Labels of Discriminator’s Outputs for Training Generative Adversarial Networks

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3210130

Abstract: Generative Adversarial Networks (GANs) play the adversarial game between two neural networks: the generator and the discriminator. Many studies treat the discriminator’s outputs as an implicit posterior distribution prior to the input image distribution. Thus,… read more here.

Keywords: discriminator; adversarial networks; generative adversarial; discriminator outputs ... See more keywords

MGDGAN: Multiple Generator and Discriminator Generative Adversarial Networks for Solving Stochastic Partial Differential Equations

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3229696

Abstract: We propose novel structures of generator and discriminator in physics-informed generative adversarial networks called multiple-generator-and-discriminator generative adversarial networks (MGDGANs), that are designed to solve stochastic partial differential equations (SPDEs). MGDGANs for SPDEs consist of three… read more here.

Keywords: discriminator; multiple generator; adversarial networks; generator discriminator ... See more keywords

ImprovedSSGAN: Ranking Discriminator With Semi-Supervised GAN for Ordinal Information

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3243340

Abstract: We propose Improved SSGAN, a multi-Generator/Discriminator semi-supervised GAN architecture to address the well-known problem of mode collapse in addition to an improved classification for ordinal information. To reduce the vulnerability of the generator to a… read more here.

Keywords: discriminator; ordinal information; supervised gan; discriminator semi ... See more keywords

A Spatial–Temporal Dual Discriminator Precipitation Nowcasting Method Using SNGAN With InceptionGRU

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recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3392894

Abstract: Radar echo image sequence prediction is a spatial-temporal forecasting problem, which is one of the main challenges in precipitation nowcasting. In response to issues such as poor extraction of spatiotemporal features and blurred prediction of… read more here.

Keywords: discriminator; temporal dual; precipitation nowcasting; sngan inceptiongru ... See more keywords

Mathematical Model for Delay Locked Loop Discriminator for 5G Demodulation Reference Signal

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recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3561159

Abstract: The vulnerable nature of satellite-based positioning systems under certain conditions such as urban canyons and indoors has given rise to the need for alternative positioning system. Cellular signal based positioning is gaining popularity and development… read more here.

Keywords: based positioning; discriminator; mathematical model; delay locked ... See more keywords