Author

Valentin Delchevalerie

Observed name: Delchevalerie, Valentin

Observed institutions: University of Namur, Cenaero (Belgium), Namur Institute for Complex Systems, Namur Digital Institute

ORCID: 0000-0001-5359-9553

Observed ORCID: 0000-0001-5359-9553

OpenAlex ID: A5040376180

DT-SNE: t-SNE discrete visualizations as decision tree structures

2023 · Adrien Bibal, Valentin Delchevalerie, et al. · Neurocomputing · 45

Industrial and medical anomaly detection through cycle-consistent adversarial networks

2024 · Arnaud Bougaham, Valentin Delchevalerie, et al. · Neurocomputing · 13

Achieving Rotational Invariance with Bessel-Convolutional Neural Networks

2021 · Valentin Delchevalerie, Adrien Bibal, et al. · Repository of the University of Namur · 9

Human and Deep Learning Predictions of Peripheral Lung Cancer Using a 1.3 mm Video Endoscopic Probe

2025 · Edoardo Amante, Robin Ghyselinck, et al. · Respirology · 7

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When magnetron sputtering deposition meets machine learning: Application to process anomaly detection

2023 · Valentin Delchevalerie, Nicolas de Moor, et al. · Surface and Coatings Technology · 7

Boundary-Based Fairness Constraints in Decision Trees and Random Forests

2021 · Géraldin Nanfack, Valentin Delchevalerie, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 5

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Accelerating $t$-SNE using Fast Fourier Transforms and the Particle-Mesh Algorithm from Physics

2021 · Valentin Delchevalerie, Alexandre Mayer, et al. · International Joint Conference on Neural Networks (IJCNN) · 2

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Towards Photonic Band Diagram Generation with Transformer-Latent Diffusion Models

2025 · Delchevalerie, Valentin, Roy, Nicolas, et al. · arXiv (Cornell University) · 1

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Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy

2024 · Robin Ghyselinck, Valentin Delchevalerie, et al. · Frontiers in artificial intelligence and applications · 1

From Three to Two Dimensions: 2D Quaternion Convolutions for 3D Images

2024 · Valentin Delchevalerie, Benoit Frénay, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 1

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SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks

2023 · Delchevalerie, Valentin, Mayer, Alexandre, et al. · arXiv (Cornell University) · 1

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Towards Probabilistic Modelling of Venus Express/SOIR’s Acousto-Optic Tunable Filter

2026 · Akhil Gunessee, Arnaud Mahieux, et al.

Mask-Aware Cropping: Mitigating Mask Imbalance in Segmentation Tasks

2025 · Robin Ghyselinck, Valentin Delchevalerie, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)

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On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation

2024 · Ghyselinck, Robin, Delchevalerie, Valentin, et al. · arXiv (Cornell University)

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Works count: 14

Citation count: 92

H-index: 5

I10-index: 2