Dr George De Ath

Dr George De Ath

Publications

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| 2023 | 2022 | 2021 | 2020 | 2019 | 2018 |

2023

Pepper N, Ath GD, Thomas M, Everson R, Dodwell T. (2023) Context-Aware Generative Models for Prediction of Aircraft Ground Tracks. [PDF]
Pepper N, Thomas M, De Ath G, Oliver E, Cannon R, Everson R, Dodwell T. (2023) A Probabilistic Model for Aircraft in Climb using Monotonic Functional Gaussian Process Emulators, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, volume 479, no. 2271, DOI:10.1098/rspa.2022.0607.

2022

De Ath G, Chugh T, Rahat AAM. (2022) MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation, GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference, pages 776-785, DOI:10.1145/3512290.3528769.

2021

De Ath G, Everson R, Fieldsend J. (2021) Asynchronous ε-Greedy Bayesian Optimisation, Uncertainty in Artificial Intelligence 2021, 27th - 30th Jul 2021, Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, volume 161, pages 578-588. [PDF]
De Ath G, Everson RM, Fieldsend JE. (2021) How Bayesian should Bayesian optimisation be?, GECCO '21: Genetic and Evolutionary Computation Conference, Proceedings of the Genetic and Evolutionary Computation Conference Companion, DOI:10.1145/3449726.3463164. [PDF]
De Ath G, Everson RM, Rahat AA-AM, Fieldsend JE. (2021) Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation, ACM Transactions on Evolutionary Learning and Optimization (TELO), volume 1, no. 1, article no. 1, DOI:10.1145/3425501.

2020

De Ath G, Fieldsend JE, Everson RM. (2020) What do you Mean? The Role of the Mean Function in Bayesian Optimisation, Genetic and Evolutionary Computation Conference Companion, Cancún, Mexico, 8th - 12th Jul 2020, Genetic and Evolutionary Computation Conference Companion (GECCO ’20 Companion), DOI:10.1145/3377929.3398118.
De Ath G, Everson RM, Fieldsend J, Rahat A. (2020) ε-shotgun: ε-greedy Batch Bayesian Optimisation, Genetic and Evolutionary Computation Conference (GECCO ’20), Cancún, Mexico, 8th - 12th Jul 2020, Genetic and Evolutionary Computation Conference (GECCO ’20), pages 787-795, DOI:10.1145/3377930.3390154.

2019

Kristan M, Matas J, Leonardis A, Felsberg M, Pflugfelder R, Kamarainen J-K, Zajc LC, Drbohlav O, Lukezic A, Berg A. (2019) The Seventh Visual Object Tracking VOT2019 Challenge Results, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 27th - 28th Oct 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), DOI:10.1109/iccvw.2019.00276. [PDF]
De Ath G. (2019) Object Tracking in Video with Part-Based Tracking by Feature Sampling.
Kristan M, Leonardis A, Matas J, Felsberg M, Pflugfelder R, Zajc LČ, Vojír̃ T, Bhat G, Lukežič A, Eldesokey A. (2019) The sixth visual object tracking VOT2018 challenge results, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), volume 11129 LNCS, pages 3-53, DOI:10.1007/978-3-030-11009-3_1.

2018

De Ath G, Everson R. (2018) Visual object tracking: The initialisation problem, Proceedings - 2018 15th Conference on Computer and Robot Vision, CRV 2018, pages 142-149, DOI:10.1109/CRV.2018.00029.

Showing 12 publications from Symplectic.

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