IEEE

Superpixel-Based Autoencoder-Like Nonnegative Tensor Factorization for Hyperspectral Unmixing

Abstract: Hyperspectral unmixing is significant for advancing remote sensing (RS) applications, aiming at extracting the spectra of pure materials (called endmembers) and obtaining their proportions ...
UCL

LGBTQ+ Equality at UCL: New online training module available now

This LGBT+ History Month, we’re delighted to launch a new training module, available to all staff to help proactively embed LGBTQ+ equality in our ways of working. The 30-minute online module is ...
IEEE

Masked Autoencoder via End-to-End Zero-Shot Learning for Fault Diagnosis of Unseen Classes

Abstract: This study confronts a demanding fault diagnosis task where no sensor signals from the target faults can be utilized for model training. Considering semantic descriptions of the target (or ...
Frontiers

Subtyping insomnia disorder with a population graph attention autoencoder: revealing two distinct biotypes

Insomnia disorder (ID) is neurobiologically heterogeneous and often eludes characterization by traditional group-level neuroimaging. Subtyping based on neuroimaging and clinical data offers a ...