Fast incremental learning by transfer learning and hierarchical sequencing

Laura Llopis-Ibor, Cesar Beltran-Royo, Alfredo Cuesta-Infante, Juan José Pantrigo

Abstract: Highlights•Incremental learning can be sequenced into simpler tasks by hierarchical sequencing•Our class incremental method combines transfer learning and hierarchical sequencing•Our method attains state-of-the-art results with far less training effort