Tom Fischer*

iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning

"Different from human nature, it is still common practice today for vision tasks to train deep learning models only initially and on fixed datasets. A variety of approaches have recently addressed handling continual data streams. However, extending these methods to manage out-of-distribution (OOD) s…