Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection

26 June 2022

Papers citing "Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection"

5 / 5 papers shown

Title
Evidential Uncertainty Probes for Graph Neural Networks Linlin Yu Kangshuo Li Pritom Kumar Saha Yifei Lou Feng Chen EDL UQCV 82 0 0 11 Mar 2025
Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang Huajun Xi Linjun Zhang Huaxiu Yao Yue Qiu Hongxin Wei 31 21 0 10 Oct 2023
Class Relevance Learning For Out-of-distribution Detection Butian Xiong Liguang Zhou Tin Lun Lam Yangsheng Xu OODD 36 0 0 21 Sep 2023
Mitigating Neural Network Overconfidence with Logit Normalization Hongxin Wei Renchunzi Xie Hao-Ran Cheng Lei Feng Bo An Yixuan Li OODD 163 266 0 19 May 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016