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Aug 2026
Geometry-Aware OOD Generalization for Composite Materials
This work reinterpret OOD generalization under covariate shift as a problem of preserving geodesic relationships on the data manifold, and proposes Geometry Support Anchoring (GSA), a geometry-aware learning framework that anchors predictions using geodesic distances to data-dependent reference representations.
Abhiroop Bhattacharya, Hangwei Qian, Sylvain G. Cloutier et al.
· Proceedings of the 32nd ACM... · 0 citations