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Valentin Delchevalerie
Valentin Delchevalerie
Adresse e-mail validée de unamur.be - Page d'accueil
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DT-SNE: t-SNE discrete visualizations as decision tree structures
A Bibal, V Delchevalerie, B Frénay
Neurocomputing 529, 101-112, 2023
262023
Achieving rotational invariance with bessel-convolutional neural networks
V Delchevalerie, A Bibal, B Frénay, A Mayer
Advances in Neural Information Processing Systems 34, 28772-28783, 2021
202021
Boundary-based fairness constraints in decision trees and random forests
G Nanfack, V Delchevalerie, B Frénay
ESANN 2021 Proceedings-29th European Symposium on Artificial Neural Networks …, 2021
52021
Industrial and medical anomaly detection through cycle-consistent adversarial networks
A Bougaham, V Delchevalerie, M El Adoui, B Frénay
Neurocomputing 614, 128762, 2025
32025
When magnetron sputtering deposition meets machine learning: Application to process anomaly detection
V Delchevalerie, N de Moor, L Rassinfosse, E Haye, B Frenay, S Lucas
Surface and Coatings Technology 477, 130301, 2024
22024
SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks
V Delchevalerie, A Mayer, A Bibal, B Frénay
arXiv preprint arXiv:2304.09214, 2023
22023
Accelerating -SNE using Fast Fourier Transforms and the Particle-Mesh Algorithm from Physics
V Delchevalerie, A Mayer, A Bibal, B Frénay
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
22021
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation
R Ghyselinck, V Delchevalerie, B Dumas, B Frénay
arXiv preprint arXiv:2412.09182, 2024
2024
Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy
R Ghyselinck, V Delchevalerie, P Poitier, B Frénay, B Dumas
ECAI 2024, 1527-1534, 2024
2024
From Three to Two Dimensions: 2D Quaternion Convolutions for 3D Images
V Delchevalerie, B Frénay, A Mayer
ESANN 2024 Proceedings-The 32th European Symposium on Artificial Neural …, 2024
2024
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