Search Results for author: Szabolcs Pável

Found 3 papers, 0 papers with code

Pruning CNN's with linear filter ensembles

no code implementations22 Jan 2020 Csanád Sándor, Szabolcs Pável, Lehel Csató

Contrary to the filter norm method -- used in ``conventional`` network pruning -- based on the assumption that a smaller norm implies ``less importance'' to its associated component, we develop a novel filter importance norm that is based on the change in the empirical loss caused by the presence or removal of a component from the network architecture.

Network Pruning

Single View Distortion Correction using Semantic Guidance

no code implementations15 Nov 2019 Szabolcs-Botond Lőrincz, Szabolcs Pável, Lehel Csató

Most distortion correction methods focus on simple forms of distortion, such as radial or linear distortions.

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