On out-of-distribution detection with Bayesian neural networks

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On out-of-distribution detection with Bayesian neural networks

12 October 2021

Francesco DÁngelo

Christian Henning

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Papers citing "On out-of-distribution detection with Bayesian neural networks"

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Title
PViT: Prior-augmented Vision Transformer for Out-of-distribution Detection Tianhao Zhang Zhixiang Chen Lyudmila Mihaylova 579 2 0 27 Oct 2024
Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution ShiftNeural Information Processing Systems (NeurIPS), 2023 Florian Seligmann P. Becker Michael Volpp Gerhard Neumann UQCV 206 20 0 21 Jun 2023
An out-of-distribution discriminator based on Bayesian neural network epistemic uncertainty Ethan Ancell Christopher Bennett B. Debusschere S. Agarwal Park Hays T. Xiao BDL UQCV UD PER 84 1 0 18 Oct 2022
DEUP: Direct Epistemic Uncertainty Prediction Salem Lahlou Moksh Jain Hadi Nekoei V. Butoi Paul Bertin Jarrid Rector-Brooks Maksym Korablyov Yoshua Bengio PER UQLM UQCV UD 429 102 0 16 Feb 2021