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Jingkang50 / OpenOOD

Benchmarking Generalized Out-of-Distribution Detection
MIT License
831 stars 106 forks source link

add SAL (Separate And Learn) method #226

Closed tfriedel closed 4 months ago

tfriedel commented 7 months ago

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.

zjysteven commented 7 months ago

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

tfriedel commented 6 months ago

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