2025
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification.
CoRR, February, 2025
2024
Diffusion Models for Counterfactual Explanations.
Comput. Vis. Image Underst., 2024
Unifying and extending Precision Recall metrics for assessing generative models.
CoRR, 2024
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
On the inductive biases of deep domain adaptation.
Comput. Vis. Image Underst., August, 2023
Guest Editorial JMIV Special Issue SSVM'21.
J. Math. Imaging Vis., January, 2023
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity.
J. Mach. Learn. Res., 2023
On the De-duplication of LAION-2B.
CoRR, 2023
Adversarial Counterfactual Visual Explanations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Width-Wise Parameter Sharing for Multi-Domain Gan Learning.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Training face verification models from generated face identity data.
CoRR, 2021
This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces.
CoRR, 2021
2020
Equivalence of several curves assessing the similarity between probability distributions.
CoRR, 2020
Generating Private Data Surrogates for Vision Related Tasks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
A Study Of Alignment Mechanisms In Adversarial Domain Adaptation.
Proceedings of the IEEE International Conference on Image Processing, 2020
2019
Revisiting Precision and Recall Definition for Generative Model Evaluation.
CoRR, 2019
n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Revisiting precision recall definition for generative modeling.
Proceedings of the 36th International Conference on Machine Learning, 2019
Detecting Overfitting of Deep Generative Networks via Latent Recovery.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Deep Multi-Scale Architectures for Monocular Depth Estimation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks.
CoRR, 2017
2016
Influence of Unknown Exterior Samples on Interpolated Values for Band-Limited Images.
SIAM J. Imaging Sci., 2016
Information Theoretic Rotationwise Robust Binary Descriptor Learning.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016
2014
Photorealistic Face De-Identification by Aggregating Donors' Face Components.
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
Parsing Facades with Shape Grammars and Reinforcement Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
2012
Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Procedural reconstruction of buildings : towards large scale automatic 3D modeling of urban environments. (Reconstruction procédurale de bâtiments : vers l'automatisation à grande échelle de la modélisation 3D d'environnements urbains).
PhD thesis, 2011
Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings.
Int. J. Comput. Vis., 2011
Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Shape grammar parsing via Reinforcement Learning.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Segmentation of building facades using procedural shape priors.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Single view reconstruction using shape grammars for urban environments.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009