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Please note Phase 1 publications are not included in this listing and have been archived.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
CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition	N. Dionelis, S. A. Tsaftaris, M. Yaghoobi	Aug 2022	https://ieeexplore.ieee.org/document/9956206	Phase3
Adaptive Kernel Kalman Filter Based Belief Propagation Algorithm for Maneuvering Multi-Target Tracking	M. Sun, M. E. Davies, I. K. Proudler, J. R. Hopgood	Jun 2022	https://ieeexplore.ieee.org/document/9801627	Phase3
Efficient Reconfigurable Mixed Precision 𝓁1 Solver for Compressive Depth Reconstruction	Yun Wu, Andrew M. Wallace, João F.C. Mota, Andreas Aßmann, Brian Stewart	May 2022	https://link.springer.com/article/10.1007/s11265-022-01766-3	Phase3
On approximate Bayesian methods for large-scale linear inverse problems	Y. Altmann	May 2022	https://researchportal.hw.ac.uk/en/publications/on-approximate-bayesian-...	Phase3
Loss function learning for domain generalization by implicit gradient	Boyan Gao, Henry Gouk, Yongxin Yang, Timothy M Hospedales	May 2022	https://www.research.ed.ac.uk/en/publications/loss-function-learning-for...	Phase3
Self-Supervised Representation Learning: Introduction, advances, and challenges	Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy M. Hospedales	May 2022	https://ieeexplore.ieee.org/abstract/document/9770283	Phase3
Metaaudio: A few-shot audio classification benchmark	Calum Heggan, Sam Budgett, Timothy Hospedales, Mehrdad Yaghoobi	Apr 2022	https://arxiv.org/abs/2204.02121	Phase3
Towards 6G: Spectrally efficient joint radar and communication with radio frequency selection, interference and hardware impairments	Aryan Kaushik, Evangelos Vlachos, John Thompson, Maziar Nekovee, Fraser Coutts	Apr 2022	https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/sil2.12131	Phase3
Towards 6G: Spectrally efficient joint radar and communication with radio frequency selection, interference and hardware impairments	Aryan Kaushik, Evangelos Vlachos, John Thompson, Maziar Nekovee, Fraser Coutts	Apr 2022	https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/sil2.12131	Phase3
Mixed Precision ℓ1 Solver for Compressive Depth Reconstruction: An ADMM Case Study	Yun Wu, Andrew Wallace, Andreas Aßmann, Brian Stewart	Feb 2022	https://ieeexplore.ieee.org/document/9604971	Phase3
FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection	Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris	Feb 2022	https://arxiv.org/abs/2111.15487	Phase3
Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining	N. Dionelis, M. Yaghoobi , S. A. Tsaftaris	Nov 2021		Phase3
Detecting LFM Parameters in Joint Communications and Radar Frequency Bands	K. Zhang, F. K. Coutts, and J. Thompson	Oct 2021	https://ieeexplore.ieee.org/document/9541419	Phase3
Learning a Secondary Source From Compressive Measurements for Adaptive Projection Design	F. K. Coutts, J. Thompson, and B. Mulgrew,	Oct 2021	https://ieeexplore.ieee.org/document/9541447	Phase3
OMASGAN: Out-of-Distribution Minimum Anomaly Score GAN for Sample Generation on the Boundary	N.Dionelis, M. Yaghoobi, S. A. Tsaftaris	Oct 2021	https://www.pure.ed.ac.uk/ws/portalfiles/portal/200275146/Out_of_Distrib...	Phase3
Shallow Bayesian Meta-Learning for Real-World Few-Shot Learning	X Zhang, D Meng, H Gouk, TM Hospedales	Oct 2021	https://openaccess.thecvf.com/content/ICCV2021/papers/Zhang_Shallow_Baye...	Phase3
Approximate Proximal-Gradient Methods	A. Hamadouche, Y. Wu, A. M. Wallace, J. F. C. Mota	Oct 2021	https://ieeexplore.ieee.org/document/9541509	Phase3
Detection of Weak Transient Signals Using a Broadband Subspace Approach	S. Weiss, C. Delaosa, J. Matthews, I.K. Proudler, and B. Jackson	Oct 2021	https://ieeexplore.ieee.org/document/9541472	Phase3
Fast Givens Rotation Approach to Second Order Sequential Best Rotation Algorithms	F. Khattak, S. Weiss, and I.K. Proudler	Oct 2021	https://ieeexplore.ieee.org/document/9541430	Phase3
Target Detection and Recognition of Ground Penetrating Radar using Morphological Image Analysis and Graph Laplacian Regularisation	J. Dong, V. Stankovic, and N. Davidson	Oct 2021	https://ieeexplore.ieee.org/document/9541516	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.