Topo-GS: Continuous Volumetric Embedding of High-Dimensional Data via Topological Gaussian Splatting

João Paulo Gois, Luis Gustavo Nonato

Dimensionality reduction algorithms map high-dimensional data into visualizable 2D or 3D spaces, but traditionally rely on a discrete point-cloud paradigm. This discrete abstractio…