Search Results for author: Sitong Li

Found 2 papers, 0 papers with code

Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion

no code implementations16 Mar 2024 Jiawei Li, Sitong Li, Shanshan Wang, Yicheng Zeng, Falong Tan, Chuanlong Xie

When trained using KNN on CIFAR10, MLOD-Fisher significantly lowers the false positive rate (FPR) from 24. 09% to 7. 47% on average compared to merely utilizing the features of the last layer.

Out-of-Distribution Detection Out of Distribution (OOD) Detection

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