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05/23/2023
A Deep Learning Approach for Generating Soft Range Information from RF Data
Radio frequency (RF)-based techniques are widely adopted for indoor loca...
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05/23/2023
Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation
Ultra-wideband (UWB)-based techniques, while becoming mainstream approac...
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05/23/2023
Deep Generative Model for Simultaneous Range Error Mitigation and Environment Identification
Received waveforms contain rich information for both range information a...
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05/23/2023
A Semi-Supervised Learning Approach for Ranging Error Mitigation Based on UWB Waveform
Localization systems based on ultra-wide band (UWB) measurements can hav...
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05/23/2023
Generalized Expectation Maximization Framework for Blind Image Super Resolution
Learning-based methods for blind single image super resolution (SISR) co...
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05/23/2023
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables
Deep generative models (DGMs) and their conditional counterparts provide...
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07/23/2020
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction
In spatial statistics, a common objective is to predict the values of a ...
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12/26/2019
Multi-Site High-Frequency Stochastic Precipitation Generator Using Censored Skew-Symmetric Distributions
Due to improved measuring instruments, an accurate stochastic weather ge...
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07/23/2019