LargeMonitor: Monitoring Online Task-Free Continual Learning via Large Pretrained Models.

arXiv:2606.09430v2 Announce Type: replace-cross Abstract: Online task-free continual learning (TFCL) requires intelligent agents to sequentially accumulate knowledge from an unbounded, non-stationary data stream under strict single-pass constraints and without