A Survey on Bayesian Deep Learning

6 April 2016

Papers citing "A Survey on Bayesian Deep Learning"

18 / 18 papers shown

Title
Introspective Robot Perception using Smoothed Predictions from Bayesian Neural Networks Jianxiang Feng M. Durner Zoltán-Csaba Márton Ferenc Bálint-Benczédi Rudolph Triebel UQCV BDL 13 11 0 27 Sep 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 51 1,883 0 12 Nov 2020
Informative Neural Ensemble Kalman Learning Margaret Trautner G. Margolis S. Ravela BDL 23 10 0 22 Aug 2020
Stochastic Bayesian Neural Networks Abhinav Sagar BDL UQCV 20 0 0 12 Aug 2020
Bayesian Neural Networks: An Introduction and Survey Ethan Goan Clinton Fookes BDL UQCV 35 199 0 22 Jun 2020
Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records Yikuan Li Shishir Rao A. Hassaine R. Ramakrishnan Yajie Zhu D. Canoy G. Salimi-Khorshidi Thomas Lukasiewicz K. Rahimi BDL UQCV 16 36 0 23 Mar 2020
Sampling-Free Learning of Bayesian Quantized Neural Networks Jiahao Su Milan Cvitkovic Furong Huang BDL MQ UQCV 13 7 0 06 Dec 2019
A framework for deep learning emulation of numerical models with a case study in satellite remote sensing Kate Duffy T. Vandal Weile Wang R. Nemani A. Ganguly 6 8 0 29 Oct 2019
Survey on Deep Neural Networks in Speech and Vision Systems M. Alam Manar D. Samad Lasitha Vidyaratne Alexander M. Glandon Khan M. Iftekharuddin 3DV VLM AI4TS 34 205 0 16 Aug 2019
Mitigating Uncertainty in Document Classification Xuchao Zhang Fanglan Chen Chang-Tien Lu Naren Ramakrishnan 15 42 0 17 Jul 2019
Artificial Intelligence in Clinical Health Care Applications: Viewpoint M. V. Hartskamp Sergio Consoli W. Verhaegh M. Petković A. Stolpe 17 50 0 05 Jun 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 18 285 0 05 Feb 2019
The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning Jiaming Zeng Adam Lesnikowski J. Álvarez OOD UQCV BDL 11 27 0 29 Nov 2018
Concept-Oriented Deep Learning: Generative Concept Representations Daniel T. Chang DRL GAN BDL 36 12 0 15 Nov 2018
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications Haowen Xu Wenxiao Chen Nengwen Zhao Zeyan Li Jiahao Bu ... Dan Pei Yang Feng Jie Chen Zhaogang Wang Honglin Qiao MLAU 19 802 0 12 Feb 2018
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges Muhammad Usama Junaid Qadir Aunn Raza Hunain Arif K. Yau Y. Elkhatib Amir Hussain Ala I. Al-Fuqaha SSL 33 315 0 19 Sep 2017
Learning Probabilistic Programs Using Backpropagation Avi Pfeffer BDL 21 0 0 15 May 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015