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Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning

Jul 02, 2020
Remis Balaniuk, Olga Isupova, Steven Reece

* Preprint submitted to Remote Sensing of Environment 

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Uncertainty propagation in neural networks for sparse coding

Nov 29, 2018
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

* Presented at the third workshop on Bayesian Deep Learning (NeurIPS 2018) 

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BCCNet: Bayesian classifier combination neural network

Nov 29, 2018
Olga Isupova, Yunpeng Li, Danil Kuzin, Stephen J Roberts, Katherine Willis, Steven Reece

* Presented at NeurIPS 2018 Workshop on Machine Learning for the Developing World 

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Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors

Jul 15, 2018
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova


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Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning

Jul 09, 2018
Danil Kuzin, Le Yang, Olga Isupova, Lyudmila Mihaylova

* FUSION 2018 

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Learning Methods for Dynamic Topic Modeling in Automated Behaviour Analysis

Sep 18, 2017
Olga Isupova, Danil Kuzin, Lyudmila Mihaylova

* 15 pages 

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Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences

Apr 27, 2017
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

* SDF 2015 

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Structured Sparse Modelling with Hierarchical GP

Apr 27, 2017
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

* SPARS 2017 

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Dynamic Hierarchical Dirichlet Process for Abnormal Behaviour Detection in Video

Jun 27, 2016
Olga Isupova, Danil Kuzin, Lyudmila Mihaylova

* 8 pages, International Conference on Information Fusion 2016 

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Anomaly detection in video with Bayesian nonparametrics

Jun 27, 2016
Olga Isupova, Danil Kuzin, Lyudmila Mihaylova

* 5 pages 

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