Discovering Data Manifold Geometry through Geometric Properties.

arXiv:2602.02611v2 Announce Type: replace-cross Abstract: A prevailing paradigm in modern representation learning is the map-first approach, in which a representation map is learned from reconstruction, embedding, or task objectives. At the optimum, when the l