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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
Projects
1 - 10 of 50
- 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
- From images to photorealistic renderingsFrom15 Oct 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Label Efficient AI architecture for Screen-Task WORKflow assistance (LEASTWORK)From16 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Jointly exploring the structural representation in vision and languageFrom3 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Beyond solving static datasets: Deep learning from streaming dataFrom1 Sep 2021 → TodayFunding: H2020 - Frontier Research (ERC)
- Multimodal Learning Methods for Commonsense Enriched LearningFrom1 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- New Methods for Self-Supervised Image Representation LearningFrom29 Apr 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Continual Learning: how to defy catastrophical forgettingFrom1 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Learning Models for Generating Text Summaries from VideosFrom15 Sep 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 223
- BlockCopy: High-resolution video processing with block-sparse feature propagation and online policies(2022)
Authors: Thomas Verelst, Tinne Tuytelaars
Pages: 5138 - 5147 - Visual Attention in Partially Observable Environments(2022)
Authors: Soroush Seifi, Tinne Tuytelaars
- Overcoming Complexity of Visual Perception by Efficient Pose Estimation and Self-Supervised Representation Learning(2022)
Authors: Ali Varamesh, Tinne Tuytelaars
- Residual tuning: Toward novel category discovery without labels(2022)
Authors: Tinne Tuytelaars
Pages: 1 - 15Number of pages: 15 - Components Matter: Considering Compositionality for Visual Representations(2021)
Authors: Kaili Wang, Tinne Tuytelaars, José Antonio Oramas Mogrovejo
- Learning multi-instance sub-pixel point localization(2021)
Authors: Tinne Tuytelaars
Pages: 669 - 686 - Multiple exemplars-based hallucination for face super-resolution and editing(2021)
Authors: Kaili Wang, Tinne Tuytelaars
Pages: 258 - 273 - In defense of LSTMs for addressing multiple instance learning problems(2021)
Authors: Kaili Wang, Tinne Tuytelaars
Pages: 444 - 460 - MIX'EM: Unsupervised image classification using a mixture of embeddings(2021)
Authors: Ali Varamesh, Tinne Tuytelaars
Pages: 38 - 55 - Computer vision and human behaviour, emotion and cognition detection: A use case on student engagement(2021)
Authors: Pieter Vanneste, Thomas Verelst, Tinne Tuytelaars, Annelies Raes, Fien Depaepe, Wim Van Den Noortgate
Pages: 1 - 20