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Researcher
Simon Vandenhende
- Disciplines:Artificial intelligence, Multimedia processing, Biological system engineering, Signal processing, Other computer engineering, information technology and mathematical engineering, Medical imaging and therapy
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → 31 May 2022 - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Oct 2018 → 31 Dec 2018
Projects
1 - 1 of 1
- Multi-Task Learning for Visual Scene UnderstandingFrom7 Nov 2018 → 30 Mar 2022Funding: BOF - doctoral mandates
Publications
1 - 8 of 8
- Multi-task learning for dense prediction tasks: A survey(2022)
Authors: Simon Vandenhende, Wouter Van Gansbeke, Marc Proesmans, Luc Van Gool
- Multi-Task Learning for Visual Scene Understanding(2022)
Authors: Simon Vandenhende, Luc Van Gool
- Commands 4 autonomous vehicles (C4AV) workshop summary(2021)
Authors: Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens
Pages: 3 - 26 - MTI-Net: Multi-scale task interactions networks for multi-task learning(2020)
Authors: Simon Vandenhende, Luc Van Gool
Pages: 527 - 543 - SCAN: Learning to classify images without labels(2020)
Authors: Wouter Van Gansbeke, Simon Vandenhende, Marc Proesmans, Luc Van Gool
Pages: 268 - 285 - A three-player GAN: Generating hard samples to improve classification networks(2019)
Authors: Simon Vandenhende, Davy Neven, Luc Van Gool
Number of pages: 6 - Talk2Car: Taking Control of Your Self-Driving Car(2019)
Authors: Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens
Pages: 2088 - 2098Number of pages: 11 - Branched multi-task networks: Deciding what layers to share(2019)
Authors: Simon Vandenhende, Luc Van Gool
Number of pages: 14