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Transformer-Encoder Detector Module: Using Context to Improve Robustness to Adversarial Attacks on Object Detection


Nov 13, 2020
Faisal Alamri, Sinan Kalkan, Nicolas Pugeault

* Accepted for the 25th International Conference on Pattern Recognition (ICPR'2020) 

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Bayesian deep learning for mapping via auxiliary information: a new era for geostatistics?


Sep 08, 2020
Charlie Kirkwood, Theo Economou, Nicolas Pugeault

* 10 pages, 5 figures, version submitted to journal 

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Real-time Facial Expression Recognition "In The Wild'' by Disentangling 3D Expression from Identity


May 12, 2020
Mohammad Rami Koujan, Luma Alharbawee, Giorgos Giannakakis, Nicolas Pugeault, Anastasios Roussos

* to be published in 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020) 

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A framework for probabilistic weather forecast post-processing across models and lead times using machine learning


May 06, 2020
Charlie Kirkwood, Theo Economou, Henry Odbert, Nicolas Pugeault

* 16 pages, 9 figures, submitted to Philosophical Transactions of the Royal Society A 

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Image Captioning through Image Transformer


Apr 29, 2020
Sen He, Wentong Liao, Hamed R. Tavakoli, Michael Yang, Bodo Rosenhahn, Nicolas Pugeault


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Contextual Relabelling of Detected Objects


Jun 06, 2019
Faisal Alamri, Nicolas Pugeault

* Presented at the IEEE ICDL-Epirob'2019 conference, Oslo, Norway 

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Understanding and Visualizing Deep Visual Saliency Models


Apr 03, 2019
Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault

* To appear in CVPR2019, camera ready version 

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A Synchronized Multi-Modal Attention-Caption Dataset and Analysis


Mar 06, 2019
Sen He, Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault


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On-Policy Trust Region Policy Optimisation with Replay Buffers


Jan 18, 2019
Dmitry Kangin, Nicolas Pugeault


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SeDAR - Semantic Detection and Ranging: Humans can localise without LiDAR, can robots?


May 02, 2018
Oscar Mendez, Simon Hadfield, Nicolas Pugeault, Richard Bowden


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Deep saliency: What is learnt by a deep network about saliency?


Mar 22, 2018
Sen He, Nicolas Pugeault

* 2nd Workshop on Visualisation for Deep Learning, ICML 2017 
* Accepted paper in 2nd Workshop on Visualisation for Deep Learning in the 34th International Conference On Machine Learning 

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What Catches the Eye? Visualizing and Understanding Deep Saliency Models


Mar 22, 2018
Sen He, Ali Borji, Yang Mi, Nicolas Pugeault


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Aggregated Sparse Attention for Steering Angle Prediction


Mar 15, 2018
Sen He, Dmitry Kangin, Yang Mi, Nicolas Pugeault


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Salient Region Segmentation


Mar 15, 2018
Sen He, Nicolas Pugeault


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