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Picture for Boris Joukovsky

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging


Dec 02, 2020
Abel Díaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Perez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastián Amador Sánchez, Redona Brahimetaj, Evgenia Papavasileiou, Jonathan Cheung-Wai Chana, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke


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A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation


Oct 02, 2020
Huynh Van Luong, Boris Joukovsky, Yonina C. Eldar, Nikos Deligiannis

* 5 pages, accepted for publication 

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Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted $\ell_1$-$\ell_1$ Minimization: Architecture Design and Generalization Analysis


Mar 18, 2020
Huynh Van Luong, Boris Joukovsky, Nikos Deligiannis

* Pre-print: 14 pages 

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