PNAS

Correlation-informed ordered dictionary learning for imaging in complex media

We show how to exploit large and diverse sets of data to generate high-quality images in complex media. Previous imaging methods lose resolution in complex media because they are based mostly on ...
IEEE

Heterogeneous Information-Guided Deep Structured Dictionary Pair Learning for SAR Target Recognition

Abstract: Feature learning is a critical component in SAR target recognition. Deep dictionary learning has been widely used in SAR target recognition tasks due to its excellent feature representation ...
IEEE

A deep dictionary learning framework for device-free localization based on nonconvex sparse regularization and DC programming

Abstract: Received signal strength (RSS) based device-free localization (DFL) is commonly used in the Internet of Things (IoT) field. However, the current DFL algorithms have limitations in terms of ...
GitHub

EssamWisam/Applied-Machine-Learning-CU

Tutorials are held weekly on-campus, with each session lasting three contact hours with a total of about 14 tutorials per semester. They are designed to bridge the theoretical knowledge from the ...
Analytics Insight

Best YouTube Channels to Learn Deep Learning

Deep Learning, a subset of machine learning, is revolutionizing technology with its ability to process and learn from vast amounts of data. For enthusiasts and professionals alike, YouTube has become ...