Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence

Arslan Chaudhry, Puneet K. Dokania, Thalaiyasingam Ajanthan +1

Incremental learning (IL) has received a lot of attention recently, however, the literature lacks a precise problem definition, proper evaluation settings, and metrics tailored spe…