Valentin Delchevalerie

12 papers A* 1A 1B 3Journal 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Industrial and medical anomaly detection through cycle-consistent adversarial networks.
Neurocomputing
Arnaud Bougaham, Valentin Delchevalerie, Mohammed El Adoui, Benoît Frénay
2025 J jnl
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation.
Trans. Mach. Learn. Res.
Robin Ghyselinck, Valentin Delchevalerie, Bruno Dumas, Benoît Frénay
2025 J jnl
Towards Photonic Band Diagram Generation with Transformer-Latent Diffusion Models.
CoRR
Valentin Delchevalerie, Nicolas Roy, Arnaud Bougaham, Alexandre Mayer, Benoît Frénay, Michaël Lobet
2024 A conf
Deep Learning for in vivo Bronchial Carinae Detection in Flexible Bronchoscopy.
ECAI
Robin Ghyselinck, Valentin Delchevalerie, Pierre Poitier, Benoît Frénay, Bruno Dumas
2024 B conf
From Three to Two Dimensions: 2D Quaternion Convolutions for 3D Images.
ESANN
Valentin Delchevalerie, Benoît Frénay, Alexandre Mayer
2024 J jnl
On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation.
CoRR
Robin Ghyselinck, Valentin Delchevalerie, Bruno Dumas, Benoît Frénay
2023 J jnl
DT-SNE: t-SNE discrete visualizations as decision tree structures.
Neurocomputing
Adrien Bibal, Valentin Delchevalerie, Benoît Frénay
2023 J jnl
Industrial and Medical Anomaly Detection Through Cycle-Consistent Adversarial Networks.
CoRR
Arnaud Bougaham, Valentin Delchevalerie, Mohammed El Adoui, Benoît Frénay
2023 J jnl
SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks.
CoRR
Valentin Delchevalerie, Alexandre Mayer, Adrien Bibal, Benoît Frénay
2021 B conf
Accelerating $t$-SNE using Fast Fourier Transforms and the Particle-Mesh Algorithm from Physics.
IJCNN
Valentin Delchevalerie, Alexandre Mayer, Adrien Bibal, Benoît Frénay
2021 A* conf
Achieving Rotational Invariance with Bessel-Convolutional Neural Networks.
NeurIPS
Valentin Delchevalerie, Adrien Bibal, Benoît Frénay, Alexandre Mayer
2021 B conf
Boundary-Based Fairness Constraints in Decision Trees and Random Forests.
ESANN
Géraldin Nanfack, Valentin Delchevalerie, Benoît Frénay