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Researcher
Tinne Tuytelaars
- 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 → Today - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Jun 2002 → 31 Jul 2020 - Department of Electrical Engineering (ESAT) (Department)
Member
From1 Oct 2000 → 31 May 2002
Projects
11 - 20 of 71
- Visual scene understanding for model selection in autonomous drivingFrom3 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Incrementally learning new classes with generative classificationFrom1 Oct 2022 → TodayFunding: Horizon Europe - Marie Skłodowska-Curie-actions
- Incrementally learning new classes with generative classificationFrom1 Oct 2022 → TodayFunding: FWO senior postdoctoral fellowship
- Representation learning for visual brain-computer interfacesFrom30 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- SElf-Adaptive and Automated LEARNing Framework for Smart SensorsFrom1 Sep 2022 → TodayFunding: Horizon Europe - Marie Skłodowska-Curie-actions
- Signal processing for EEG-based brain-computer interfacesFrom25 Aug 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Continual learning for realFrom26 Jan 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Towards natural brain-computer interfaces: representation learning for identifying the temporal encoding of realistic video footage in EEGFrom1 Jan 2022 → TodayFunding: FWO research project (including WEAVE projects)
- Response of autonomous cars to emergency servicesFrom22 Dec 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- From images to photorealistic renderingsFrom15 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 256
- Identifying temporal correlations between natural single-shot videos and EEG signals(2024)
Authors: Yuanyuan Yao, Axel Stebner, Tinne Tuytelaars, Simon Geirnaert, Alexander Bertrand
- Designing High-Performing Networks for Multi-Scale Computer Vision(2024)
Authors: Cédric Picron, Tinne Tuytelaars
- Resource-Constrained Training of Deep Neural Networks for Industrial Computer Vision Applications(2023)
Authors: Robby Neven, Toon Goedemé, Marian Verhelst, Tinne Tuytelaars
- On-Device Customization of Tiny Deep Learning Models for Keyword Spotting With Few Examples(2023)
Authors: Tinne Tuytelaars
Pages: 50 - 57 - Layout-aware dreamer for embodied referring expression grounding(2023)
Authors: Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens
Pages: 1386 - 1395 - Synthetic data for X-ray CT of healthy and disordered pear fruit using deep learning(2023)
Authors: Astrid Tempelaere, Tinne Tuytelaars, Bart Nicolai
- CLAD: A realistic Continual Learning benchmark for Autonomous Driving(2023)
Authors: Eli Verwimp, Tinne Tuytelaars
Pages: 659 - 669 - Incremental and Adaptive Machine Learning(2023)
Authors: Matthias De Lange, Tinne Tuytelaars
- SimGlim: Simplifying glimpse based active visual reconstruction(2023)
Authors: Abhishek Jha, Tinne Tuytelaars
Pages: 269 - 278 - Spatial consistency loss for training multi-label classifiers from single-label annotations(2023)
Authors: Tinne Tuytelaars
Pages: 3868 - 3878