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insight - Density-Based OOD Detection Framework
CONJNORM: Tractable Density Estimation for Out-of-Distribution Detection
The author proposes a novel CONJNORM method grounded in Bregman divergence to design density functions for out-of-distribution detection, offering a unified perspective and tractable estimation of the partition function.
CONJNORM: Tractable Density Estimation for Out-of-Distribution Detection at ICLR 2024
提案されたCONJNORM方法は、新しい最先端を確立し、様々なOOD検出セットアップで成功を収めました。
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