1 code implementation • 16 Oct 2023 • Manuel Traub, Frederic Becker, Adrian Sauter, Sebastian Otte, Martin V. Butz
Current slot-oriented approaches for compositional scene segmentation from images and videos rely on provided background information or slot assignments.
no code implementations • 16 Oct 2023 • Manuel Traub, Frederic Becker, Sebastian Otte, Martin V. Butz
Recent compositional scene representation learning models have become remarkably good in segmenting and tracking distinct objects within visual scenes.
1 code implementation • 5 Mar 2022 • Frederic Becker, Julian Skirzyński, Bas van Opheusden, Falk Lieder
Designing such decision aids used to be a tedious manual process.
1 code implementation • 24 May 2020 • Julian Skirzyński, Frederic Becker, Falk Lieder
Our algorithm combines recent advances in imitation learning and program induction with a new clustering method for identifying a large subset of demonstrations that can be accurately described by a simple, high-performing decision rule.