Publications

Martin Millon, Kevin Michalewicz, Frédéric Dux, Frédéric Courbin, Philip J. Marshall (2024). Image deconvolution and PSF reconstruction with STARRED: a wavelet-based two-channel method optimized for light curve extraction.

Cite Project DOI

Kevin Michalewicz, Mauricio Barahona, Barbara Bravi (2023). ANTIPASTI: interpretable prediction of antibody binding affinity exploiting Normal Modes and Deep Learning.

Cite Project DOI

Kevin Michalewicz, Martin Millon, Frédéric Dux, Frédéric Courbin (2023). STARRED: a two-channel deconvolution method with Starlet regularization. Journal of Open Source Software.

Cite Project DOI

Utsav Akhaury, Jean-Luc Starck, Pascale Jablonka, Frédéric Courbin, Kevin Michalewicz (2022). Deep Learning-based galaxy image deconvolution. Frontiers in Astronomy and Space Sciences - Astrostatistics.

Cite Project DOI

Zaccharie Ramzi, Kevin Michalewicz, Jean-Luc Starck, Thomas Moreau, Philippe Ciuciu (2022). Wavelets in the deep learning era. Journal of Mathematical Imaging and Vision.

Cite Code Project DOI