Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks

Lang Liu, Mahdi Milani Fard, Sen Zhao

We propose Distribution Embedding Networks (DEN) for classification with small data. In the same spirit of meta-learning, DEN learns from a diverse set of training tasks with the g…