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Triangle Splatting for Real-Time Radiance Field Rendering
Jan Held, Renaud Vandeghen, Adrien Deliege, Abdullah Hamdi, Silvio Giancola, Anthony Cioppa, Andrea Vedaldi, Bernard Ghanem, Andrea Tagliasacchi, and Marc Van Droogenbroeck
arXiv preprint, 2025
Project Page
Code
arXiv
Keywords: Radiance field, Real-time rendering, Triangle splatting, Computer vision
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Physically Interpretable Probabilistic Domain Characterization
Anaïs Halin, Sébastien Piérard, Renaud Vandeghen, Benoît Gérin,
Maxime Zanella, Martin Colot, Jan Held, Anthony Cioppa, Emmanuel Jean,
Gianluca Bontempi, Saïd Mahmoudi, Benoît Macq, and Marc Van Droogenbroeck
In Asian Conference on Computer Vision Workshop,
volume 15482 of Lecture Notes in Computer Science,
pages 17-35, 2025
arXiv
Keywords: Domain adaptation, Learning
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3D Convex Splatting: Radiance Field Rendering with 3D Smooth Convexes
Jan Held, Renaud Vandeghen, Abdullah Hamdi, Adrien Deliège,
Anthony Cioppa, Silvio Giancola, Andrea Vedaldi, Bernard Ghanem, and Marc Van Droogenbroeck
In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
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Efficient Image Pre-training with Siamese Cropped Masked Autoencoders
Alexandre Eymaël, Renaud Vandeghen, Anthony Cioppa,
Silvio Giancola, Bernard Ghanem, and Marc Van Droogenbroeck
In European Conference on Computer Vision (ECCV),
volume 15081 of Lecture Notes in Computer Science,
pages 348-366, October 2024
Code
arXiv
Keywords: Self-supervision, Artificial Intelligence, Pre-training, Autoencoder, Siamese network
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Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance
Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen,
Maxime Zanella, Benoît Macq, Saïd Mahmoudi, and Marc Van Droogenbroeck
In IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW),
Waikoloa, Hawaii, USA, pages 22-31, January 2023
Code
arXiv
Keywords: Domain adaptation, Artificial intelligence, Semantic segmentation, Autonomous cars, ARIAC
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Adaptive Self-Training for Object Detection
Renaud Vandeghen, Gilles Louppe, and Marc Van Droogenbroeck
In IEEE/CVF International Conference on Computer Vision Workshops (ICCV Workshops),
Paris, France, pages 914-923, October 2023
Code
arXiv
Keywords: Deep learning, Machine learning, Self training, Object detection, Semi-supervision, Supervision, Refinement, ASTOD, COCO dataset, DIOR dataset, Artificial Intelligence
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Semi-Supervised Training to Improve Player and Ball Detection in Soccer
Renaud Vandeghen, Anthony Cioppa, and Marc Van Droogenbroeck
In IEEE International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVsports,
New Orleans, Louisiana, USA, pages 3480-3489, June 2022
Code
arXiv
Keywords: Semi-supervised, Self training, Soccer, Semantic segmentation, Artificial intelligence, Machine learning, Deep learning, TRAIL