Towards Label-Efficient Incremental Learning: A Survey

Mert Kilickaya, Joost van de Weijer, Yuki M. Asano

The current dominant paradigm when building a machine learning model is to iterate over a dataset over and over until convergence. Such an approach is non-incremental, as it assume…