Online Continual Learning for Embedded Devices

Tyler L. Hayes, Christopher Kanan

Abstract: Real-time on-device continual learning is needed for new applications such as home robots, user personalization on smartphones, and augmented/virtual reality headsets. However, this setting poses u...