TopoGeoScore learns a non-negative linear combination of geometric and topological features from source embeddings via self-supervised invariance to select robust checkpoints for OOD scenarios.
Mitchell and Schaub, Michael T
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TopoGeoScore: A Self-Supervised Source-Only Geometric Framework for OOD Checkpoint Selection
TopoGeoScore learns a non-negative linear combination of geometric and topological features from source embeddings via self-supervised invariance to select robust checkpoints for OOD scenarios.