Implicit Assumptions About Tasks in Continual Learning.

arXiv:2610.41792v1 Announce Type: cross Abstract: Continual learning is the study of how a model accumulates knowledge from data received over time, rather than all at once. In practice, this is typically achieved by dividing a dataset into tasks and presentin