Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds

Neural Information Processing Systems 

Learning in hyperbolic spaces has attracted growing attention recently, owing to their capabilities in capturing hierarchical structures of data.