@article{reevaluatingcontinuallearningwithfewshot, title = {Re-Evaluating Continual Learning with Few-Shot Adaptation}, author = {Amogh Inamdar and Matthew So and Vici Milenia and Richard Zemel}, year = {2026}, eprint = {2606.03843}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.03843}, }