Martijn Oldenhof

3 papers · 2023–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Diamond 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad 🌈 Renaissance Researcher (5)

Venues

AAAI (1) CVPR (1) ICLR (1)

Top co-authors

Yves Moreau (3) Adam Arany (3) Edward De Brouwer (2) Lewis Mervin (1) Oliver Fortmeier (1) Balázs Pejó (1) Michal Vančo (1) Lukas Friedrich (1) Hugo Ceulemans (1) Clément Mayer (1)

Research topics

Machine Learning (3) Computer Vision (2) Analysis (2) Application Areas (2) Learning Types (2) Artificial Intelligence (1) Computer Science (1) Healthcare & Medicine (1) Interdisciplinary (1) Applications (1) Domain-Specific (1) Learning Paradigms (1) Research (1) Science (1)

Keywords

federated learning (1) image segmentation (1) few-shot learning (1) domain adaptation (1) object detection (1) logical reasoning (1) knowledge transfer (1) weakly supervised learning (1) gradient aggregation (1) pattern recognition (1) probabilistic reasoning (1) model training (1) drug discovery (1) entity detection (1) limited supervision (1) chemical structure recognition (1) atom-level entity detection (1) molecule recognition (1) drug development (1) atom-level detection (1)

Papers

Atom-Level Optical Chemical Structure Recognition with Limited Supervision CVPR 2024 Industry-Scale Orchestrated Federated Learning for Drug Discovery AAAI 2023 Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection ICLR 2023