Search Results for author: Menglun Wang

Found 1 papers, 0 papers with code

Tree-based Ensemble Learning for Out-of-distribution Detection

no code implementations5 May 2024 Zhaiming Shen, Menglun Wang, Guang Cheng, Ming-Jun Lai, Lin Mu, Ruihao Huang, Qi Liu, Hao Zhu

In this paper, we propose TOOD detection, a simple yet effective tree-based out-of-distribution (TOOD) detection mechanism to determine if a set of unseen samples will have similar distribution as of the training samples.

Ensemble Learning Out-of-Distribution Detection

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