Talks and Posters
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Elephant detection in satellite imagery
Isla Duporge, Olga Isupova, Steven Reece, David W. Macdonald, and Tiejun Wang
Deep Learning for Environmental Problems – Maths4DL workshop, 2022 -
Disaster mapping from satellites: damage detection with crowdsourced point labels
Danil Kuzin, Olga Isupova, Brooke D. Simmons, and Steven Reece
NeurIPS 2021 Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop (AI + HADR), 2021
arXiv poster video -
Using very-high-resolution satellite imagery and deep learning to detect African Elephants (Loxodonta Africana)
Isla Duporge, Olga Isupova, Steven Reece, David W. Macdonald, and Tiejun Wang
CV4Animals Computer Vision for Animal Behavior Tracking and Modeling Workshop at Computer Vision and Pattern Recognition (CVPR) 2021, 2021
PDF poster -
Machine learning: Not to Destroy but Create
Olga Isupova
TEDxBath University, 2020
slides video -
ML for Social Good: Success Stories and Challenges
Olga Isupova
Open Data Science Conference Europe 2019, 2019
slides video -
BCCNet: Bayesian Classifier Combination Neural Network
Olga Isupova, Yunpeng Li, Danil Kuzin, Stephen J Roberts, Katherine Willis, and Steven Reece
NeurIPS Machine Learning for the Developing World Workshop, 2018
arXiv poster -
Discovering Dynamic Topic Transitions in Topic Models
Olga Isupova, Danil Kuzin, and Lyudmila Mihaylova
NeurIPS All of Bayesian Nonparametrics, 2018
poster -
Uncertainty Propagation in Neural Networks for Sparse Coding
Danil Kuzin, Olga Isupova, and Lyudmila Mihaylova
NeurIPS Bayesian Deep Learning Workshop, 2018
arXiv poster -
Structured Sparse Modelling with Hierarchical GP
Danil Kuzin, Olga Isupova, and Lyudmila Mihaylova
Signal Processing with Adaptive Sparse Structured Representations (SPARS) Workshop, 2017 -
Anomaly detection in video with Bayesian nonparametrics
Olga Isupova, Danil Kuzin, and Lyudmila Mihaylova
ICML Anomaly Detection Workshop, 2016
arXiv poster -
Modern video analytics systems
Olga Isupova
Sheffield science week, 2016
slides