Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Sam Leroux

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0003-3792-5026

Show Sort by

Add to list
- Conference Paper
- open access
Learning logic constraints from demonstration

Mattijs Baert (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2023)
Add to list
- Journal Article
- A1
- open access
Sparse random neural networks for online anomaly detection on sensor nodes

Sam Leroux (UGent) and Pieter Simoens (UGent)

(2023) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE. 144. p.327-343
Add to list
- Journal Article
- A1
- open access
Inverse reinforcement learning through logic constraint inference

Mattijs Baert (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2023) MACHINE LEARNING.
Add to list
- Journal Article
- A1
- open access
An opt-in framework for privacy protection in audio-based applications

Wei-Cheng Wang (UGent) , Sander De Coninck (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2022) IEEE PERVASIVE COMPUTING. 21(4). p.17-24
Add to list
- Journal Article
- A1
- open access
Iterative online 3D reconstruction from RGB images

Thorsten Cardoen (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2022) SENSORS. 22(24).
Add to list
- Conference Paper
- P1
- open access
Supervised detection of Alternaria solani on ultra-high-resolution modified RGB UAV images

Jana Wieme (UGent) , Sam Leroux (UGent) , Simon Cool (UGent) , Jana Pieters (UGent) and Wouter Maes (UGent)

(2022) Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIV. In Proceedings of SPIE 12262.
Add to list
TinyMLOps : operational challenges for widespread edge AI adoption

Sam Leroux (UGent) , Pieter Simoens (UGent) , Meelis Lootus, Kartik Thakore and Akshay Sharma

(2022) 2022 IEEE 36TH INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM WORKSHOPS (IPDPSW 2022). In IEEE International Symposium on Parallel and Distributed Processing Workshops p.1003-1010
Add to list
Automated training of location-specific edge models for traffic counting

Sam Leroux (UGent) , Bo Li and Pieter Simoens (UGent)

(2022) COMPUTERS & ELECTRICAL ENGINEERING. 99.
Add to list
Iterative neural networks for adaptive inference on resource-constrained devices

Sam Leroux (UGent) , Tim Verbelen (UGent) , Pieter Simoens (UGent) and Bart Dhoedt (UGent)

(2022) NEURAL COMPUTING & APPLICATIONS. 34(13). p.10321-10336
Add to list
- Conference Paper
- P1
- open access
Multi-branch neural networks for video anomaly detection in adverse lighting and weather conditions

Sam Leroux (UGent) , Bo Li and Pieter Simoens (UGent)

(2022) 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). In IEEE Winter Conference on Applications of Computer Vision p.3027-3035

1
2
3
4

Next →