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Publications of Renaud Vandeghen
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Alexandre Eymaël,
Renaud Vandeghen,
Anthony Cioppa,
Silvio Giancola,
Bernard Ghanem,
and Marc Van Droogenbroeck.
Efficient Image Pre-Training with Siamese Cropped Masked Autoencoders.
In European Conference on Computer Vision (ECCV),
Milano, Italy,
October 2024.
Keyword(s): Self-supervision,
Autoencoder,
Artificial Intelligence,
Pre-training.
[bibtex-entry]
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Sébastien Piérard,
Anthony Cioppa,
Anaïs Halin,
Renaud Vandeghen,
Maxime Zanella,
Benoît Macq,
Saïd Mahmoudi,
and Marc Van Droogenbroeck.
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance.
In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW),
Waikoloa, Hawaii, USA,
pages 22-31,
January 2023.
Keyword(s): Domain adaptation,
Articial intelligence,
Semantic segmentation,
Autonomous cars,
ARIAC.
[bibtex-entry]
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Renaud Vandeghen,
Gilles Louppe,
and Marc Van Droogenbroeck.
Adaptive Self-Training for Object Detection.
In IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops),
Paris, France,
pages 914-923,
October 2023.
Keyword(s): Deep learning,
Machine learning,
Self training,
Object detection,
Semi-supervision,
Supervision,
Refinement,
ASTOD,
COCO dataset,
DIOR dataset,
Artificial Intelligence.
[bibtex-entry]
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Renaud Vandeghen,
Anthony Cioppa,
and Marc Van Droogenbroeck.
Semi-Supervised Training to Improve Detection for Satellite Images.
In AI4Copernicus: Earth Observation and Artificial Intelligence for a Safer World,
Brussels, Belgium,
May 2022.
Keyword(s): Semi-supervised,
Self training,
Satellite,
Semantic segmentation,
Artificial intelligence,
Machine learning,
Deep learning.
[bibtex-entry]
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Renaud Vandeghen,
Anthony Cioppa,
and Marc Van Droogenbroeck.
Semi-Supervised Training to Improve Player and Ball Detection in Soccer.
In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports,
New Orleans, Louisiana, USA,
pages 3480-3489,
June 2022.
IEEE.
Keyword(s): Semi-supervised,
Self training,
Soccer,
Semantic segmentation,
Artificial intelligence,
Machine learning,
Deep learning,
TRAIL.
[bibtex-entry]
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Marc Van Droogenbroeck,
Philippe Latour,
Jean-Marc Wagner,
Vincent Pierlot,
and Renaud Vandeghen.
Principes des télécommunications analogiques et numériques: manuel des répétitions.
Manuel avec les énoncés des répétitions, Université de Liège,
2019.
Keyword(s): Telecommunications,
Notes de cours,
Lecture notes,
Exercices,
ELEN008.
[bibtex-entry]
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Sébastien Piérard,
Anthony Cioppa,
Anaïs Halin,
Renaud Vandeghen,
Maxime Zanella,
Benoît Macq,
Saïd Mahmoudi,
and Marc Van Droogenbroeck.
Pushing AI out of the lab with on-the-fly mixture domain adaptation.
The European AI week,
March 2023.
Keyword(s): Domain adaptation,
Articial intelligence,
Semantic segmentation,
Autonomous cars,
ARIAC.
[bibtex-entry]
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Renaud Vandeghen.
Semi-supervised learning for object detection in satellite images.
Master's thesis,
University of Liège, Belgium,
June 2020.
Keyword(s): Satellite imaging,
Semi-supervised,
Self training,
Detection,
Artificial intelligence,
Machine learning,
Deep learning.
[bibtex-entry]
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Last modified: Thu Oct 3 23:45:34 2024