Policy Gradient with Adaptive Entropy Annealing for Continual Fine-Tuning

Yaqian Zhang, Bernhard Pfahringer, Eibe Frank +1

Despite their success, large pretrained vision models remain vulnerable to catastrophic forgetting when adapted to new tasks in class-incremental settings. Parameter-efficient fine…