467 citations
- University of OxfordGB18 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- CEA Paris-SaclayFR3 papers
- Center for Astrophysics Harvard & SmithsonianUS3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- Forschungsstätte der Evangelischen StudiengemeinschaftDE3 papers
- Heidelberg UniversityDE3 papers
- Leiden UniversityNL3 papers
- University College LondonGB3 papers
- University of LeedsGB3 papers
- Wellcome Centre for Integrative NeuroimagingGB3 papers
- Arab Academy for Science, Technology, and Maritime TransportEG2 papers
Showing cs.LGShow all
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cs.LG2023★ 8 cited
A Spectral Approach for Learning Spatiotemporal Neural Differential Equations
Mingtao Xia, Xiangting Li, Qijing Shen +1
Rapidly developing machine learning methods has stimulated research interest in computationally reconstructing differential equations (DEs) from observational data which may provid…
cs.LG2019★ 130 cited
GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations
Martin Engelcke, Adam R. Kosiorek, Oiwi Parker Jones +1
Generative latent-variable models are emerging as promising tools in robotics and reinforcement learning. Yet, even though tasks in these domains typically involve distinct objects…
cs.LG2018★ 3 cited
Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis
Navin Cooray, Fernando Andreotti, Christine Lo +3
Evidence suggests Rapid-Eye-Movement (REM) Sleep Behaviour Disorder (RBD) is an early predictor of Parkinson's disease. This study proposes a fully-automated framework for RBD dete…