Universal Latent Homeomorphic Manifolds: A Framework for Cross-Domain Representation Unification

Tong Wu, Tayab Uddin Wara, Daniel Hernandez +1

We present the Universal Latent Homeomorphic Manifold (ULHM), a framework that unifies semantic representations (e.g., human descriptions, diagnostic labels) and observation-driven…