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
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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
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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
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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
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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-...
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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...
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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
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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
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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
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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
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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...
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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...
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Phase3 |
Approximate Proximal-Gradient Methods |
A. Hamadouche, Y. Wu, A. M. Wallace, J. F. C. Mota |
Oct 2021 |
https://ieeexplore.ieee.org/document/9541509
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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
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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
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Phase3 |