12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning

Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson +4

Few-Shot Class-Incremental Learning (FSCIL) enables machine learning systems to expand their inference capabilities to new classes using only a few labeled examples, without forget…