Beyond Uniform Local Isometry and Topology: FactoMap for Disentangled Representations

Sohini Gupta, Bahareh Tolooshams, Michael Gao

Many disentanglement methods represent generative factors using Euclidean product coordinates, although the underlying factor spaces may wrap, collapse, or have position-dependent…