Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks

Khadija Shaheen, Muhammad Abdullah Hanif, Osman Hasan +1

Continual learning is essential for all real-world applications, as frozen pre-trained models cannot effectively deal with non-stationary data distributions. The purpose of this st…