Discovering Data Manifold Geometry through Geometric Properties

T1Covered by 1 source · first reported by arXiv at 24 Sept, 04:00 UTC

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 learned map accurately recovers a global…

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• T1Discovering Data Manifold Geometry through Geometric PropertiesarXiv24 Sept, 04:00