Danil Kuzin

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 13

Top Topics

Kalman Filtering

Damage Detection

Expectation Maximisation

Gaussian Process

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Danil Kuzin, Olga Isupova, Brooke D. Simmons, Steven Reece
Disaster mapping from satellites: damage detection with crowdsourced point labels. CoRR (2021)
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Bayesian Neural Networks for Sparse Coding. ICASSP (2019)
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors. CoRR (2018)
Olga Isupova, Yunpeng Li, Danil Kuzin, Stephen J. Roberts, Katherine J. Willis, Steven Reece
BCCNet: Bayesian classifier combination neural network. CoRR (2018)
Danil Kuzin, Le Yang, Olga Isupova, Lyudmila Mihaylova
Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. CoRR (2018)
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors. IEEE Trans. Signal Process. 66 (17) (2018)
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Uncertainty propagation in neural networks for sparse coding. CoRR (2018)
Danil Kuzin, Le Yang, Olga Isupova, Lyudmila Mihaylova
Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. FUSION (2018)
Olga Isupova, Danil Kuzin, Lyudmila Mihaylova
Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences. CoRR (2017)
Olga Isupova, Danil Kuzin, Lyudmila Mihaylova
Dynamic Hierarchical Dirichlet Process for abnormal behaviour detection in video. FUSION (2016)
Olga Isupova, Lyudmila Mihaylova, Danil Kuzin, Garik Markarian, François Septier
An expectation maximisation algorithm for behaviour analysis in video. FUSION (2015)
Danil Kuzin, Olga Isupova, Lyudmila Mihaylova
Compressive sensing approaches for autonomous object detection in video sequences. SDF (2015)