Abstracted Gaussian Prototypes for True One-Shot Concept Learning

Chelsea Zou, Kenneth J. Kurtz

We introduce a cluster-based generative image segmentation framework to encode higher-level representations of visual concepts based on one-shot learning inspired by the Omniglot C…