During this 1h reading group-style session, I will review the initial meta-learning approaches (Andrychowicz et al. 2016, Ravi & Larochelle 2017, Finn et al. 2017) and a more recent one based on Neural Processes, published at ICML 2020 (MetaFun, Xu et al.).