HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes

Aiden Durrant, Georgios Leontidis

Hyperbolic manifolds for visual representation learning allow for effective learning of semantic class hierarchies by naturally embedding tree-like structures with low distortion w…