Advances in MetaDL: AAAI 2021 Challenge and Workshop. - Adrian El Baz; Isabelle Guyon; Zhengying Liu; Jan N. van Rijn; Sébastien Treguer; Joaquin Vanschoren (MetaDL@AAAI, 2021)

Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. - Adrian El Baz; Ihsan Ullah; Edesio Alcobaça; André C. P. L. F. de Carvalho; Hong Chen 011; Fabio Ferreira; Henry Gouk; Chaoyu Guan; Isabelle Guyon; Timothy M. Hospedales; Shell Hu; Mike Huisman; et al. (NeurIPS (Competition and Demos), 2021)

NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. - Dustin Carrión-Ojeda; Hong Chen 011; Adrian El Baz; Sergio Escalera; Chaoyu Guan; Isabelle Guyon; Ihsan Ullah; Xin Wang 019; Wenwu Zhu 001 (Meta-Knowledge Transfer @ ECML/PKDD, 2022)

Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. - Adrian El Baz; André C. P. L. F. de Carvalho; Hong Chen 011; Fabio Ferreira; Henry Gouk; Shell Hu; Frank Hutter; Zhengying Liu; Felix Mohr; Jan N. van Rijn; Xin Wang 019; Isabelle Guyon (CoRR, 2022)