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)

CRISPRloci: comprehensive and accurate annotation of CRISPR-Cas systems. - Omer S. Alkhnbashi; Alexander Mitrofanov; Robson Bonidia; Martin Raden; Van Dinh Tran; Florian Eggenhofer; Shiraz A. Shah; Ekrem Öztürk; Victor Alexandre Padilha; Danilo Sipoli Sanches; André C. P. L. F. de Carvalho; Rolf Backofen (Nucleic Acids Res., 2021)

Zero-shot AutoML with Pretrained Models. - Ekrem Öztürk; Fabio Ferreira; Hadi S. Jomaa; Lars Schmidt-Thieme; Josif Grabocka; Frank Hutter (ICML, 2022)