Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Sam Leroux

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0003-3792-5026

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- Conference Paper
- open access
Hybrid Data Fusion for Low-Cost High-Speed Monitoring in Powder Bed Fusion 3D Printing

Brian Booth (UGent) , Sam Leroux (UGent) , Dries Verhees, Mathieu Vandecasteele (UGent) , Cyril Blanc, Abdellatif Bey-Temsamani and Wilfried Philips (UGent)

(2025) The 17th International Conference on Computer and Automation Engineering (ICCAE 2025).
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- Journal Article
- A1
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Development and in-field validation of an autonomous soil mechanical resistance sensor

Valentijn De Cauwer (UGent) , Simon Cool, Axel Willekens, Sébastien Temmerman, David Nuyttens, Tommy D’ Hose, Jan Pieters (UGent) and Sam Leroux (UGent)

(2025) SENSORS. 25(6).
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Adaptive clustering for efficient Phenotype segmentation of UAV hyperspectral data

Ciem Cornelissen (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2025) WACV2025, the Winter Conference on Applications of Computer Vision. p.459-468
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- Conference Paper
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Exploring Correlated Facial Attributes in Text-to-Image Models: Unintended Consequences in Synthetic Face Generation

Sander De Coninck (UGent) , Sam Leroux (UGent) and Pieter Simoens (UGent)

(2025) Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops. p.1392-1401
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Maximum causal entropy inverse constrained reinforcement learning

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

(2025) MACHINE LEARNING. 114(4).
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Reward machine inference for robotic manipulation

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

(2025) 8th Workshop on Generalization in Planning (GenPlan), part of AAAI2025.
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- Journal Article
- A1
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Approximating vision transformers for edge : variational inference and mixed-precision for multi-modal data

Dewant Katare, Sam Leroux (UGent) , Marijn Janssen and Aaron Yi Ding

(2025) COMPUTING. 107(3).
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- Journal Article
- A2
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Embedding-based pair generation for contrastive representation learning in audio-visual surveillance data

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

(2025) FRONTIERS IN ROBOTICS AND AI. 11.
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- A1
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Hybrid edge-cloud models for bearing failure detection in a fleet of machines

Sam Leroux (UGent) and Pieter Simoens (UGent)

(2024) ELECTRONICS. 13(24).
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Learning temporal task specifications from demonstrations

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

(2024) EXPLAINABLE AND TRANSPARENT AI AND MULTI-AGENT SYSTEMS, EXTRAAMAS 2024. In Lecture Notes in Computer Science 14847. p.81-98

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