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Derek Driggs | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/derek-driggs19 Jun 2024: Search site. Cambridge Image Analysis. Derek Driggs. Machine Learning for COVID-19 Diagnosis and Prognostication: Lessons for Amplifying the Signal While Reducing the Noise. Abstract: Over the past decade, the overlap between machine learning and -
Luca Calatroni | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/luca-calatroni19 Jun 2024: Search site. Cambridge Image Analysis. Luca Calatroni. New PDE models for imaging problems and applications. Abstract: Variational methods and Partial Differential Equations (PDEs) have been extensively employed for the mathematical formulation of a -
David Tong -- Video Lectures on Quantum Field Theory -- University…
www.damtp.cam.ac.uk/user/tong/qftvids.html17 Jan 2024: More formats are available for download at the Perimeter Institute webpage. -
Rob Hocking | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/rob-hocking19 Jun 2024: Search site. Cambridge Image Analysis. Rob Hocking. Shell-Based Geometric Image and Video Inpainting. Abstract: The subject of this thesis is a class of fast inpainting methods (image or video) based on the idea of filling the inpainting domain in -
Sebastian Lunz | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/sebastian-lunz19 Jun 2024: Search site. Cambridge Image Analysis. Sebastian Lunz. Machine Learning in Inverse Problems - Learning Regularisation Functionals and Operator Corrections. Abstract: This thesis deals with the analysis and numerical simulation of anisotropic -
Philip Sellars | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/philip-sellars19 Jun 2024: Search site. Cambridge Image Analysis. Philip Sellars. Minimal Labels, Maximum Gain. Image Classification with Graph-Based Semi-Supervised Learning. Abstract: In the last decade, the use and deployment of machine learning systems for computer vision -
Simone Parisotto | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/simone-parisotto19 Jun 2024: Search site. Cambridge Image Analysis. Simone Parisotto. Anisotropic variational models and PDEs for inverse imaging problems. Abstract: In this thesis we study new anisotropic variational regularisers and partial differential equations (PDEs) for -
Ferdia Sherry | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/ferdia-sherry19 Jun 2024: Search site. Cambridge Image Analysis. Ferdia Sherry. Structure-preserving machine learning for inverse problems. Inverse problems naturally arise in many scientific settings, and the study of these problems has been crucial in the development of -
Statistical Field Theory: Example Sheet 2 David Tong, November ...
www.damtp.cam.ac.uk/user/tong/sft/99b.pdf12 Apr 2024: 3. Download a simulator for the 2d Ising model; you can find examples, in several. -
Veronica Corona | Cambridge Image Analysis
www.damtp.cam.ac.uk/research/cia/veronica-corona19 Jun 2024: Search site. Cambridge Image Analysis. Veronica Corona. Variational Multi-Task Models for Image Analysis: Applications to Magnetic Resonance Imaging. Abstract: This thesis deals with the study and development of several variational multi-task models
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