IEEE

Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification

Abstract: Earth observation (EO) has inevitably entered the Big Data era. The computational challenge associated with analyzing large EO data using sophisticated deep learning models has become a ...
IEEE

Deep Learning With Width-Wise Early Exiting and Rejection for Computational Efficient and Trustworthy Modulation Classification

Abstract: The development of trustworthy and efficient Deep Learning (DL) models is vital for wireless communications, supporting tasks such as automatic modulation classification (AMC), spectrum use, ...