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On the Usefulness of Deep Ensemble Diversity for Out-of-Distribution Detection


Jul 15, 2022
Guoxuan Xia, Christos-Savvas Bouganis

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Augmenting Softmax Information for Selective Classification with Out-of-Distribution Data


Jul 15, 2022
Guoxuan Xia, Christos-Savvas Bouganis

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An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks


Dec 02, 2021
Guoxuan Xia, Sangwon Ha, Tiago Azevedo, Partha Maji

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* Accepted at I (Still) Can't Believe It's Not Better Workshop at NeurIPS 2021 

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