Learnlets

Last updated on Nov 24, 2023
Code Paper (Ramzi et al. 2022) Paper (Akhaury et al. 2022)
Deep Learning
Kevin Michalewicz
Kevin Michalewicz
Assistant Professor

Some of my main interests include Machine Learning, Image and Signal Processing and Physics in general.

Publications

Deep Learning-based galaxy image deconvolution
Utsav Akhaury, Jean-Luc Starck, Pascale Jablonka, Frédéric Courbin, Kevin Michalewicz
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Wavelets in the deep learning era
The aim of our study is to push the limits of sparsity to use, similarly to U-nets, massive learning and large datasets, and then to compare the results with U-nets.
Zaccharie Ramzi, Kevin Michalewicz, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu
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