Journal Articles
Hou, J, Cosma, G,
Finke, A (2024)
Advancing continual lifelong learning in neural information retrieval: Definition, dataset, framework, and empirical evaluation,
Information Sciences, 687, pp.121368-121368, ISSN: 0020-0255. DOI:
10.1016/j.ins.2024.121368.
Gong, Y, Cosma, G,
Finke, A (2024)
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-modal Information Retrieval,
ACM Transactions on Knowledge Discovery from Data, 18(9), pp.1-21, ISSN: 1556-4681. DOI:
10.1145/3686805.
Drake, JP,
Finke, A, Ferguson, RA (2024)
Modelling human endurance: power laws vs critical power,
European Journal of Applied Physiology, 124(2), pp.507-526, ISSN: 1439-6319. DOI:
10.1007/s00421-023-05274-5.
Finke, A and Thiery, AH (2023)
Conditional sequential Monte Carlo in high dimensions,
Annals of Statistics, 51(2), pp.437-463, ISSN: 0090-5364. DOI:
10.1214/22-AOS2252.
Finke, A, Doucet, A, Johansen, AM (2020)
Limit Theorems for sequential MCMC methods,
Advances in Applied Probability, 52(2), pp.377-403, ISSN: 0001-8678. DOI:
10.1017/apr.2020.9.
Finke, A, King, R, Beskos, A, Dellaportas, P (2019)
Efficient Sequential Monte Carlo Algorithms for Integrated Population Models,
Journal of Agricultural, Biological and Environmental Statistics, 24(2), pp.204-224, ISSN: 1085-7117. DOI:
10.1007/s13253-018-00349-9.
Finke, A and Singh, SS (2017)
Approximate Smoothing and Parameter Estimation in High-Dimensional State-Space Models,
IEEE Transactions on Signal Processing, 65(22), pp.5982-5994, ISSN: 1053-587X. DOI:
10.1109/TSP.2017.2733504.
Finke, A, Johansen, AM, Spanò, D (2014)
Static-parameter estimation in piecewise deterministic processes using particle Gibbs samplers,
Annals of the Institute of Statistical Mathematics, 66(3), pp.577-609, ISSN: 0020-3157. DOI:
10.1007/s10463-014-0455-z.
Conferences
Gong, Y, Cosma, G,
Finke, A (2024)
Neural-based cross-modal search and retrieval of artwork. In
2023 IEEE Symposium Series on Computational Intelligence (SSCI), Mexico City, Mexico, pp.264-269, ISBN: 9781665430654. DOI:
10.1109/SSCI52147.2023.10371948.
Zhang, J, Cosma, G, Bugby, S,
Finke, A, Watkins, J (2024)
Morphological image analysis and feature extraction for reasoning with AI-based defect detection and classification models. In
2023 IEEE Symposium Series on Computational Intelligence (SSCI), Mexico City, Mexico, pp.1104-1111, ISBN: 9781665430654. DOI:
10.1109/SSCI52147.2023.10371832.
