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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 Carlos Ponce de Leon Ferreira de Carvalho; Hong Chen; Fábio Ferreira; Henry Gouk; Chaoyu Guan; Isabelle Guyon; Timothy Hospedales; Shell Hu; Mike Huisman; Frank Hutter; Zhengying Liu; Felix Mohr; Ekrem Öztürk; Jan N. van Rijn; Haozhe Sun; Xin Wang; Wenwu Zhu; Conference on Neural Information Processing Systems - NeurIPS (35. 2021 Online); NeurIPS 2021 Competitions and Demonstrations Track (2021 Online)

Proceedings of Machine Learning Research : PMLR Brookline : Microtome Publishing v. 176, p. 80-96, 2022

Brookline Microtome Publishing 2022

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