Memory-Efficient Incremental Learning Through Feature Adaptation

Ahmet Iscen, Jeffrey Zhang, Svetlana Lazebnik +1

We introduce an approach for incremental learning that preserves feature descriptors of training images from previously learned classes, instead of the images themselves, unlike mo…