Joonkyu Kim

Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective

In continual learning scenarios, catastrophic forgetting of previously learned tasks is a critical issue, making it essential to effectively measure such forgetting. Recently, there has been growing interest in focusing on representation forgetting, the forgetting measured at the hidden layer. In th…