Unsupervised Progressive Learning and the STAM Architecture

1 code implementation • 3 Apr 2019 • James Smith, Cameron Taylor, Seth Baer, Constantine Dovrolis

We first pose the Unsupervised Progressive Learning (UPL) problem: an online representation learning problem in which the learner observes a non-stationary and unlabeled data stream, learning a growing number of features that persist over time even though the data is not stored or replayed.

Clustering Continual Learning +3