Valentin Delchevalerie

According to our database, Valentin Delchevalerie authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Towards Photonic Band Diagram Generation with Transformer-Latent Diffusion Models.

Valentin Delchevalerie, Nicolas Roy, Arnaud Bougaham, Alexandre Mayer, Benoît Frénay, Michaël Lobet

CoRR, October, 2025

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

Robin Ghyselinck, Valentin Delchevalerie, Bruno Dumas, Benoît Frénay

Trans. Mach. Learn. Res., 2025

Industrial and medical anomaly detection through cycle-consistent adversarial networks.

Arnaud Bougaham, Valentin Delchevalerie, Mohammed El Adoui, Benoît Frénay

Neurocomputing, 2025

Mask-Aware Cropping: Mitigating Mask Imbalance in Segmentation Tasks.

Robin Ghyselinck, Valentin Delchevalerie, Benoît Frénay, Bruno Dumas

Proceedings of the 33rd European Symposium on Artificial Neural Networks, 2025

2024

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

Valentin Delchevalerie, Benoît Frénay, Alexandre Mayer

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy.

Robin Ghyselinck, Valentin Delchevalerie, Pierre Poitier, Benoît Frénay, Bruno Dumas

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

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

Adrien Bibal, Valentin Delchevalerie, Benoît Frénay

Neurocomputing, April, 2023

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

Valentin Delchevalerie, Alexandre Mayer, Adrien Bibal, Benoît Frénay

CoRR, 2023

2021

Achieving Rotational Invariance with Bessel-Convolutional Neural Networks.

Valentin Delchevalerie, Adrien Bibal, Benoît Frénay, Alexandre Mayer

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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

Valentin Delchevalerie, Alexandre Mayer, Adrien Bibal, Benoît Frénay

Proceedings of the International Joint Conference on Neural Networks, 2021

Boundary-Based Fairness Constraints in Decision Trees and Random Forests.

Géraldin Nanfack, Valentin Delchevalerie, Benoît Frénay

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021