Fully Bayesian VIB-DeepSSM

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Fully Bayesian VIB-DeepSSM

9 May 2023

Shireen Y. Elhabian

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Papers citing "Fully Bayesian VIB-DeepSSM"

11 / 11 papers shown

Title
From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach Jadie Adams Shireen Y. Elhabian 135 19 0 13 May 2022
Uncertainty Quantification and Deep Ensembles R. Rahaman Alexandre Hoang Thiery UQCV 99 154 0 17 Jul 2020
Bayesian Deep Learning and a Probabilistic Perspective of Generalization A. Wilson Pavel Izmailov UQCV BDL OOD 139 656 0 20 Feb 2020
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning Yeming Wen Dustin Tran Jimmy Ba OOD FedML UQCV 192 493 0 17 Feb 2020
Bayesian Variational Autoencoders for Unsupervised Out-of-Distribution Detection Erik A. Daxberger José Miguel Hernández-Lobato UQCV 94 63 0 11 Dec 2019
Deep Ensembles: A Loss Landscape Perspective Stanislav Fort Huiyi Hu Balaji Lakshminarayanan OOD UQCV 131 630 0 05 Dec 2019
Unifying Variational Inference and PAC-Bayes for Supervised Learning that Scales Sanjay Thakur H. V. Hoof Gunshi Gupta David Meger BDL 29 2 0 23 Oct 2019
A Simple Baseline for Bayesian Uncertainty in Deep Learning Wesley J. Maddox T. Garipov Pavel Izmailov Dmitry Vetrov A. Wilson BDL UQCV 109 809 0 07 Feb 2019
Concrete Dropout Y. Gal Jiri Hron Alex Kendall BDL UQCV 183 593 0 22 May 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 386 4,724 0 15 Mar 2017
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 358 18,661 0 06 Feb 2015