Towards Understanding Generalization in Gradient-Based Meta-Learning. - Simon Guiroy; Vikas Verma; Christopher J. Pal (CoRR, 2019)

Scaling Laws for the Few-Shot Adaptation of Pre-trained Image Classifiers. - Gabriele Prato 001; Simon Guiroy; Ethan Caballero; Irina Rish; Sarath Chandar (CoRR, 2021)

Improving Meta-Learning Generalization with Activation-Based Early-Stopping. - Simon Guiroy; Christopher Pal; Gonçalo Mordido; Sarath Chandar (CoLLAs, 2022)