Mike E. Davies

1. Iterative hard thresholding for compressed sensing
   2009/05/05 by Thomas Blumensath, Mike E. Davies · 90 citations
   Engineering · #Electrical and Bioimpedance Tomography #Microwave Imaging and Scattering Analysis #Sparse and Compressive Sensing Techniques
2. Iterative Hard Thresholding for Compressed Sensing
   2008/05/05 by Thomas Blumensath, Blumensath, Thomas, Mike E. Davies +1 · 19 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Image and Signal Denoising Methods #Information Theory (cs.IT) #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques
3. Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements
   2021/11/25 by Dongdong Chen, Chen, Dongdong, Julián Tachella +3 · 7 citations
   Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Microwave Imaging and Scattering Analysis #Numerical methods in inverse problems #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
4. Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results
   2017/05/15 by Ping Tang, Tang, Ping Tak Peter, Tsung-Han Lin +3 · 3 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Numerical Analysis (math.NA)
5. A Compressed Sensing Framework for Magnetic Resonance Fingerprinting
   2013/12/09 by Mike E. Davies, Gilles Puy, Davies, Mike +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Chemistry · Medicine · #Advanced MRI Techniques and Applications #Advanced NMR Techniques and Applications #Electron Spin Resonance Studies #FOS: Computer and information sciences #Information Theory (cs.IT)
6. Recipes for stable linear embeddings from Hilbert spaces to R^m
   2015/09/23 by Gilles Puy, Puy, Gilles, Mike E. Davies +3 · 1 citation
   Decision Sciences · Engineering · Mathematics · #FOS: Computer and information sciences #Information Theory (cs.IT) #Mathematical Analysis and Transform Methods #Probabilistic and Robust Engineering Design #Sparse and Compressive Sensing Techniques
7. Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
   2016/09/29 by Junqi Tang, Mohammad Golbabaee, Tang, Junqi +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
8. Deep Decomposition Learning for Inverse Imaging Problems
   2019/11/25 by Dongdong Chen, Chen, Dongdong, Mike E. Davies +1 · 1 citation
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
9. Deep Unrolling for Magnetic Resonance Fingerprinting
   2022/01/23 by Dongdong Chen, Mike E. Davies, Chen, Dongdong +3 · 1 citation
   Medicine · Engineering · #Advanced MRI Techniques and Applications #Sparse and Compressive Sensing Techniques #Ultrasonics and Acoustic Wave Propagation
10. A Gaussian Process Regression based Dynamical Models Learning Algorithm for Target Tracking
    2022/11/25 by Mengwei Sun, Sun, Mengwei, Mike E. Davies +5 · 1 citation
    Computer Science · Engineering · Environmental Science · #Advanced Chemical Sensor Technologies #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Robotics (cs.RO) #Signal Processing (eess.SP) #electronic engineering #information engineering
11. PiVoT: A Variational Solution for Real-time Large-scale Multi-object Detection and Tracking under Heavy Clutter
    2026/07/15 by Runze Gan, Qing Li, Simon J. Godsill +2
    #cs.LG #cs.CV #eess.SP #stat.ML