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Md Kawsher Mahbub

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#artificial intelligence Preprint Sep 2026

STAMP: Predicting Out-of-Distribution Generalization without Target Data

Predicting whether a trained model will generalize under distribution shift remains difficult, especially when target-domain data are unavailable. We introduce STAMP (Semantic Temporal Augmented Model Prediction), a source-only, target-label-free criterion that estimates out-of-distribution (OOD) performance from paire...

Md Kawsher Mahbub, Milon Biswas · 0 citations