PROF Michael Davies

School of Engineering

Jeffrey Collins Chair of Signal Processing

More details on Research Explorer

Publications

Adaptive Kernel Kalman Filter
8 Mar 2023 in IEEE Transactions on Signal Processing, vol. 71, pp. 713-726
DOI: https://doi.org/10.1109/TSP.2023.3250829
Research output: Contribution to Journal › Article (E-pub ahead of print)

Sensing Theorems for Unsupervised Learning in Linear Inverse Problems
(45 pages) 23 Jan 2023 in Journal of Machine Learning Research, vol. 24
Research output: Contribution to Journal › Article (E-pub ahead of print)

Imaging with Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
2 Jan 2023 in IEEE Signal Processing Magazine, vol. 40, pp. 134 - 147
DOI: https://doi.org/10.1109/MSP.2022.3205430
Research output: Contribution to Journal › Article (E-pub ahead of print)

Performance Evaluation of Simultaneous Sensor Registration and Object Tracking Algorithm
13 Oct 2022
DOI: https://doi.org/10.1109/MFI55806.2022.9913857
Research output: Contribution to Conference › Conference contribution (Published)

Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements
27 Sep 2022, pp. 5637-5646
DOI: https://doi.org/10.1109/CVPR52688.2022.00556
Research output: Contribution to Conference › Conference contribution (E-pub ahead of print)

View all 297 publications on Research Explorer

Data last updated: 05/06/2023 at 12:13