Nicolas Pugeault
University of Glasgow
H-index: 30
Europe-United Kingdom
Top articles of Nicolas Pugeault
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation | arXiv preprint arXiv:2403.19579 | Ozgu Goksu Nicolas Pugeault | 2024/3/28 |
Generative Adversarial Networks for Facial Expression Recognition in the Wild | International Journal of Computing and Digital Systems | Luma Alharbawee Nicolas Pugeault | 2024/1/9 |
School of Computing Science | Iadh Ounis Roderick Murray-Smith Joemon Jose Craig MacDonald Nicolas Pugeault | 2023/6/27 | |
The role of noise in denoising models for anomaly detection in medical images | Medical Image Analysis | Antanas Kascenas Pedro Sanchez Patrick Schrempf Chaoyang Wang William Clackett | 2023/12/1 |
Investigating the chaotic dynamics produced by deep reinforcement learning controllers | Rory Young Nicolas Pugeault | 2023/10/13 | |
Can learning regression features by computer vision improve the generalisation of geostastistical interpolators? | EGU General Assembly Conference Abstracts | Charlie Kirkwood Theo Economou Henry Odbert Nicolas Pugeault | 2023/5 |
Denoising autoencoders for unsupervised anomaly detection in brain MRI | Antanas Kascenas Nicolas Pugeault Alison Q O’Neil | 2022/12/4 | |
Bayesian deep learning for spatial interpolation in the presence of auxiliary information | Mathematical Geosciences | Charlie Kirkwood Theo Economou Nicolas Pugeault Henry Odbert | 2022/4 |
Anomaly detection via context and local feature matching | Antanas Kascenas Rory Young Bjørn Sand Jensen Nicolas Pugeault Alison Q O’Neil | 2022/3/28 | |
A deep mixture density network for outlier-corrected interpolation of crowd-sourced weather data | arXiv preprint arXiv:2201.10544 | Charlie Kirkwood Theo Economou Henry Odbert Nicolas Pugeault | 2022/1/25 |
A framework for probabilistic weather forecast post-processing across models and lead times using machine learning | Philosophical Transactions of the Royal Society A | Charlie Kirkwood Theo Economou Henry Odbert Nicolas Pugeault | 2021/4/5 |
Bayesian deep learning for large scale environmental data modelling | Charlie Kirkwood Theo Economou Henry Odbert Nicolas Pugeault | 2021/3/24 | |
Transformer-encoder detector module: Using context to improve robustness to adversarial attacks on object detection | Faisal Alamri Sinan Kalkan Nicolas Pugeault | 2021/1/10 | |
A benchmark of dynamic versus static methods for facial action unit detection | The Journal of Engineering | L Alharbawee N Pugeault | 2021/5 |
Improving object detection performance using scene contextual constraints | IEEE Transactions on Cognitive and Developmental Systems | Faisal Alamri Nicolas Pugeault | 2020/7/9 |
SeDAR: reading floorplans like a human—using deep learning to enable human-inspired localisation | International Journal of Computer Vision | Oscar Mendez Simon Hadfield Nicolas Pugeault Richard Bowden | 2020/5 |
Image captioning through image transformer | Sen He Wentong Liao Hamed R Tavakoli Michael Yang Bodo Rosenhahn | 2020 | |
Real-time facial expression recognition “in the wild” by disentangling 3d expression from identity | Mohammad Rami Koujan Luma Alharbawee Giorgos Giannakakis Nicolas Pugeault Anastasios Roussos | 2020/11/16 | |
Collaborative deep learning models to handle class imbalance in flowcam plankton imagery | Ieee Access | Thomas Kerr James R Clark Elaine S Fileman Claire E Widdicombe Nicolas Pugeault | 2020/9/7 |
Bayesian deep learning for mapping via auxiliary information: a new era for geostatistics? | arXiv preprint arXiv:2008.07320 | Charlie Kirkwood Theo Economou Nicolas Pugeault | 2020/8/17 |
Co-Authors
