University Defence Research Collaboration in Signal Processing

UDRC Publications

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Please note Phase 1 publications are not included in this listing and have been archived.

UDRC Publications by Phase, Date, Title and Author
Publication Title	Author(s)	Publication Date	Publication URL	Phase
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations	Heggan, C., Hospedales, T., Budgett, S., Yaghoobi, M.	Feb 2024	https://www.isca-archive.org/interspeech_2023/heggan23_interspeech.html	Phase3
Adaptive Kernel Kalman Filter for Magnetic Anomaly Detection-based Metallic Target Tracking	M. Sun, R. Hodgskin-Brown, M. E. Davies, I. K. Proudler, and J. R. Hopgood	Oct 2023		Phase3
Investigation of an end-to-end neural architecture for image-based source term estimation	A. Abdulaziz, Y. Altmann, S. McLaughlin, M. Davies	Oct 2023		Phase3
Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn	Ondrej Bohdal, Yinbing Tian, Yongshuo Zong, Ruchika Chavhan, Da Li, Henry Gouk, Li Guo, Timothy Hospedales	Sep 2023	https://www.research.ed.ac.uk/en/publications/meta-omnium-a-benchmark-fo...	Phase3
Quality Diversity for Visual Pre-Training	R. Chavhan, D. Li, H. Gouk, T. Hospedales	Sep 2023		Phase3
Better Practice for Domain Adaptation	L. Ericsson, D. Li, T. Hospedales	Sep 2023	https://2023.automl.cc/program/accepted_papers/	Phase3
Random Sampling for Robust Detection of Data modulated LFM Waveforms	K. Zhang, F. K. Coutts, and J. Thompson	Sep 2023		Phase3
Sharper bounds for proximal gradient algorithms with errors	Anis Hamadouche, Yun Wu, Andrew M. Wallace, Joao F. C. Mota	Sep 2023	https://arxiv.org/abs/2203.02204	Phase3
Polynomial Procrustes problem: paraunitary approximation of matrices of analytic functions	Stephan Weiss, Sebastian J. Schlecht, Orchisama Das, and Enzo De Sena	Sep 2023	https://strathprints.strath.ac.uk/85684/	Phase3
Generalized polynomial power	Faizan A. Khattak, Ian K. Proudler, and Stephan Weiss	Sep 2023		Phase3
Generalised sequential matrix diagonalisation for the SVD of polynomial matrices	Faizan A. Khattak, Ian K. Proudler, John G. McWhirter, and Stephan Weiss	Sep 2023		Phase3
Extension of power method to para-Hermitian matrices: polynomial power method	Faizan A. Khattak, Ian K. Proudler, and Stephan Weiss	Sep 2023	https://pureportal.strath.ac.uk/files/168067318/Khattak_etal_EUSIPCO_202...	Phase3
Implementation of Adaptive Kernel Kalman Filter in Stone Soup	J. S. Wright, J. R. Hopgood, M. E. Davies, I. K. Proudler, and M. Sun	Sep 2023		Phase3
A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking	M. W. Sun, M. E. Davies, I. Proudler, J.R. Hopgood	Sep 2023	https://arxiv.org/abs/2211.14162	Phase3
Signal compaction using polynomial EVD for spherical array processing with applications	Vincent W. Neo, Christine Evers, Stephan Weiss, Patrick A. Naylor	Sep 2023	https://pureportal.strath.ac.uk/en/publications/signal-compaction-using-...	Phase3
Rapid Single-Photon Color Imaging of Moving Objects	D. Yao, P. W. R. Connolly, A. J. Sykes, Y. D. Shah, C. Accarino, J. Grant, D. R. S. Cumming, G. S. Buller, S. McLaughlin, Y. Altmann,	Jul 2023		Phase3
Flowreg: Latent Space Regularization Using Normalizing Flow For Limited Samples Learning	Chi Wang, Jian Gao, Yang Hua, Hui Wang	Jun 2023	https://pure.qub.ac.uk/en/publications/flowreg-latent-space-regularizati...	Phase3
SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection	Nikolaos Dionelis; Richard Jackson; Sotirios A. Tsaftaris; Mehrdad Yaghoobi	Jun 2023	https://ieeexplore.ieee.org/document/10190997	Phase3
Cross-Domain Learning with Normalizing Flow	Chi Wang, Jian Gao, Yang Hua, Hui Wang	Jun 2023	https://pure.qub.ac.uk/en/publications/cross-domain-learning-with-normal...	Phase3
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In (Variant) Representations	Calum Heggan, Tim Hospedales, Sam Budgett, Mehrdad Yaghoobi	May 2023	https://arxiv.org/abs/2305.17191	Phase3

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The University Defence Research Collaboration (UDRC) in Signal Processing is delivered in partnership between Dstl (the Defence Science and Technology Laboratory), The University of Edinburgh, Heriot-Watt University, The Queen's University of Belfast and University of Strathclyde.