Temporal Taskification in Streaming Continual Learning: A Source of Evaluation Instability

Nicolae Filat, Ahmed Hussain, Konstantinos Kalogiannis +1

Streaming Continual Learning (CL) typically converts a continuous stream into a sequence of discrete tasks through temporal partitioning. We argue that this temporal taskification…