Ibrahima Ndiour

incDFM: Incremental Deep Feature Modeling for Continual Novelty Detection

"Novelty detection is a key capability for practical machine learning in the real world, where models operate in non-stationary conditions and are repeatedly exposed to new, unseen data. Yet, most current novelty detection approaches have been developed exclusively for static, offline use. They scal…