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Found 3 papers, 1 papers with code
One-shot Generative Data Augmentation with Bounded Divergence for UAV Identification in Limited RF Environments
This work addresses the pressing need for cybersecurity in Unmanned Aerial Vehicles (UAVs), particularly focusing on the challenges of identifying UAVs using radiofrequency (RF) fingerprinting in constrained environments.
Time Series Synthesis via Multi-scale Patch-based Generation of Wavelet Scalogram
A framework is proposed for the unconditional generation of synthetic time series based on learning from a single sample in low-data regime case.
IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data
Increasing use of sensor data in intelligent transportation systems calls for accurate imputation algorithms that can enable reliable traffic management in the occasional absence of data.
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