Announcement_2

Our paper Learning Dynamics of Continual Learning: A Unified View of Data Attribution, Forgetting, and Plasticity Loss is online! A continual learner repeatedly faces three questions: what to learn from, what an update may disrupt, and whether future learning remains effective. We connect all three through the same token-level interaction.