Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning

Fahad Sarfraz, Bahram Zonooz, Elahe Arani

While humans excel at continual learning (CL), deep neural networks (DNNs) exhibit catastrophic forgetting. A salient feature of the brain that allows effective CL is that it utili…