DT-SNE: t-SNE discrete visualizations as decision tree structures A Bibal, V Delchevalerie, B Frénay
Neurocomputing 529, 101-112, 2023
26 2023 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
20 2021 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
5 2021 Industrial and medical anomaly detection through cycle-consistent adversarial networks A Bougaham, V Delchevalerie, M El Adoui, B Frénay
Neurocomputing 614, 128762, 2025
3 2025 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
2 2024 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
2 2023 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
2 2021 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