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Researcher
Sam Leroux
- Keywords:deep learning
- Disciplines:Distributed systems, Machine learning and decision making, Neural, evolutionary and fuzzy computation, Cloud computing
Affiliations
- Department of Information technology (Department)
Member
From1 Sep 2014 → Today - Department of Industrial Technology and Construction (Department)
Member
From1 Sep 2014 → 31 May 2015
Publications
1 - 10 of 30
- Ultra-high-resolution UAV-imaging and supervised deep learning for accurate detection of Alternaria solani in potato fields(2024)
Authors: Jana Wieme, Sam Leroux, Simon R. Cool, Jonathan Van Beek, Jan Pieters, Wouter Maes
- Learning logic constraints from demonstration(2023)
Authors: Mattijs Baert, Sam Leroux, Pieter Simoens
Pages: 78 - 84 - Inverse reinforcement learning through logic constraint inference(2023)
Authors: Mattijs Baert, Sam Leroux, Pieter Simoens
Pages: 2593 - 2618 - Sparse random neural networks for online anomaly detection on sensor nodes(2023)
Authors: Sam Leroux, Pieter Simoens
Pages: 327 - 343 - Automated training of location-specific edge models for traffic counting(2022)
Authors: Sam Leroux, Bo Li, Pieter Simoens
- TinyMLOps : operational challenges for widespread edge AI adoption(2022)
Authors: Sam Leroux, Pieter Simoens, Meelis Lootus, Kartik Thakore, Akshay Sharma
Pages: 1003 - 1010 - Supervised detection of Alternaria solani on ultra-high-resolution modified RGB UAV images(2022)Volume: 12262
Authors: Jana Wieme, Sam Leroux, Simon Cool, Jana Pieters, Wouter Maes, CMU Neale, A Maltese
Number of pages: 1 - Multi-branch neural networks for video anomaly detection in adverse lighting and weather conditions(2022)
Authors: Sam Leroux, Bo Li, Pieter Simoens
Pages: 3027 - 3035 - Iterative neural networks for adaptive inference on resource-constrained devices(2022)
Authors: Sam Leroux, Tim Verbelen, Pieter Simoens, Bart Dhoedt
Pages: 10321 - 10336 - Iterative online 3D reconstruction from RGB images(2022)
Authors: Thorsten Cardoen, Sam Leroux, Pieter Simoens
Linked dataset
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