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add SAL (Separate And Learn) method

Open tfriedel opened this issue 1 year ago • 2 comments

There's this new paper: How Does Unlabeled Data Provably Help Out-of-Distribution Detection? by Xuefeng Du, Zhen Fang, Ilias Diakonikolas, and Yixuan Li Performance is quite good according to their paper and they have published their source here https://github.com/deeplearning-wisc/sal Would be interesting how it compares to other methods.

tfriedel avatar Feb 15 '24 15:02 tfriedel

Seems a promising work. Would you be interested to adapt it to OpenOOD?

zjysteven avatar Feb 15 '24 15:02 zjysteven

Unfortunately I'm currently too busy, maybe in a few months.

tfriedel avatar Feb 16 '24 13:02 tfriedel