UDRC Publications

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Please note Phase 1 publications are not included in this listing and have been archived.

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UDRC Publications by Phase, Date, Title and Author
Publication Title Author(s) Publication Date Publication URL Phase
Efficient joint surface detection and depth estimation of single-photon Lidar data using assumed density filtering K. Drummond, D. Yao, A. Pawlikowska, R. Lamb, S. McLaughlin, Y. Altmann Sep 2022

https://ieeexplore.ieee.org/document/9896185

Phase3
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

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