no code implementations • 22 Jun 2022 • Patrick Echtenbruck, Martina Echtenbruck, Joost Batenburg, Thomas Bäck, Boris Naujoks, Michael Emmerich
More specifically, in this paper, a heuristic weight optimization, used in a preceding conference paper, is replaced by an exact optimization algorithm using convex quadratic programming.
no code implementations • 29 Sep 2021 • Richard Arnoud Schoonhoven, Allard Hendriksen, Daniel Pelt, Joost Batenburg
Results indicate that LEAN pruning can result in networks with similar accuracy but 3--20x fewer convolutional filters than networks pruned with methods that rank filters individually.