OraCore · Topic ·research

Label-free real-bogus classification with calibrated uncertainty

This paper shows injection-driven training can classify real vs bogus transients without human labels and still produce calibrated uncertainty.

1 articles in this thread ·Last updated 1d ago·First seen Jul 7, 2026

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  1. Label-free real-bogus classification with calibrated uncertainty seed

    This paper shows injection-driven training can classify real vs bogus transients without human labels and still produce calibrated uncertainty.