| Learning methods for dynamic topic modeling in automated behavior analysis O Isupova, D Kuzin, L Mihaylova IEEE transactions on neural networks and learning systems 29 (9), 3980-3993, 2017 | 22 | 2017 |
| Spatio-temporal structured sparse regression with hierarchical Gaussian process priors D Kuzin, O Isupova, L Mihaylova IEEE Transactions on Signal Processing 66 (17), 4598-4611, 2018 | 12 | 2018 |
| Compressive sensing approaches for autonomous object detection in video sequences D Kuzin, O Isupova, L Mihaylova 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 1-6, 2015 | 11* | 2015 |
| BCCNet: Bayesian classifier combination neural network O Isupova, Y Li, D Kuzin, SJ Roberts, K Willis, S Reece arXiv preprint arXiv:1811.12258, 2018 | 9 | 2018 |
| Anomaly detection in video with Bayesian nonparametrics O Isupova, D Kuzin, L Mihaylova arXiv preprint arXiv:1606.08455, 2016 | 8 | 2016 |
| An expectation maximisation algorithm for behaviour analysis in video O Isupova, L Mihaylova, D Kuzin, G Markarian, F Septier 2015 18th International Conference on Information Fusion (Fusion), 126-133, 2015 | 7 | 2015 |
| Disaster mapping from satellites: damage detection with crowdsourced point labels D Kuzin, O Isupova, BD Simmons, S Reece arXiv preprint arXiv:2111.03693, 2021 | 6 | 2021 |
| Ensemble Kalman filtering for online Gaussian process regression and learning D Kuzin, L Yang, O Isupova, L Mihaylova 2018 21st International Conference on Information Fusion (FUSION), 39-46, 2018 | 5 | 2018 |
| Dynamic hierarchical dirichlet process for abnormal behaviour detection in video O Isupova, D Kuzin, L Mihaylova 2016 19th International Conference on Information Fusion (FUSION), 750-757, 2016 | 5 | 2016 |
| Sparse machine learning methods for autonomous decision making D Kuzin University of Sheffield, 2018 | 3 | 2018 |
| Abnormal behaviour detection in video using topic modeling O Isupova, D Kuzin, L Mihaylova USES Conference Proceedings, 2015 | 3 | 2015 |
| Disaster, infrastructure and participatory knowledge: the Planetary Response Network BD Simmons, C Lintott, S Reece, C Allen, GRM Miller, R Yore, D Jones, ... Citizen Science: Theory and Practice 7 (1), 2022 | 1 | 2022 |
| Bayesian neural networks for sparse coding D Kuzin, O Isupova, L Mihaylova ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 1 | 2019 |
| Disaster Response: Leveraging Wide Area Earth Observation with Machine Learning. O Isupova, D Kuzin, B Simmons, S Reece Geophysical Research Abstracts 21, 2019 | | 2019 |
| Uncertainty propagation in neural networks for sparse coding D Kuzin, O Isupova, L Mihaylova arXiv preprint arXiv:1811.12465, 2018 | | 2018 |
| Discovering Dynamic Topic Transitions in Topic Models O Isupova, D Kuzin, L Mihaylova All of Bayesian Nonparametrics (Especially the Useful Bits): A workshop at …, 2018 | | 2018 |
| Structured Sparse Modelling with Hierarchical GP D Kuzin, O Isupova, L Mihaylova arXiv preprint arXiv:1704.08727, 2017 | | 2017 |
Olga IsupovaUniversity of OxfordVerified email at ouce.ox.ac.uk
