Loïc Simon

According to our database, Loïc Simon authored at least 32 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Unifying and extending Precision Recall metrics for assessing generative models.

Benjamin Sykes, Loïc Simon, Julien Rabin

CoRR, 2024

Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach.

Guillaume Jeanneret, Loïc Simon, Frédéric Jurie

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

On the inductive biases of deep domain adaptation.

Rodrigue Siry, Louis Hémadou, Loïc Simon, Frédéric Jurie

Comput. Vis. Image Underst., August, 2023

Guest Editorial JMIV Special Issue SSVM'21.

Jalal Fadili, Abderrahim El Moataz, Loïc Simon, Julien Rabin, Yvain Quéau

J. Math. Imaging Vis., January, 2023

On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity.

Rodrigue Siry, Ryan Webster, Loïc Simon, Julien Rabin

J. Mach. Learn. Res., 2023

On the De-duplication of LAION-2B.

Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie

CoRR, 2023

Adversarial Counterfactual Visual Explanations.

Guillaume Jeanneret, Loïc Simon, Frédéric Jurie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Width-Wise Parameter Sharing for Multi-Domain Gan Learning.

Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Diffusion Models for Counterfactual Explanations.

Guillaume Jeanneret, Loïc Simon, Frédéric Jurie

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Training face verification models from generated face identity data.

Dennis Conway, Loïc Simon, Alexis Lechervy, Frédéric Jurie

CoRR, 2021

This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces.

Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie

CoRR, 2021

2020

Equivalence of several curves assessing the similarity between probability distributions.

Loïc Simon, Julien Rabin, Ryan Webster

CoRR, 2020

Generating Private Data Surrogates for Vision Related Tasks.

Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie

Proceedings of the 25th International Conference on Pattern Recognition, 2020

A Study Of Alignment Mechanisms In Adversarial Domain Adaptation.

Rodrigue Siry, Loïc Simon, Frédéric Jurie

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Revisiting Precision and Recall Definition for Generative Model Evaluation.

Loïc Simon, Ryan Webster, Julien Rabin

CoRR, 2019

n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error.

Michel Moukari, Loïc Simon, Sylvaine Picard, Frédéric Jurie

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Revisiting precision recall definition for generative modeling.

Loïc Simon, Ryan Webster, Julien Rabin

Proceedings of the 36th International Conference on Machine Learning, 2019

Detecting Overfitting of Deep Generative Networks via Latent Recovery.

Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Deep Multi-Scale Architectures for Monocular Depth Estimation.

Michel Moukari, Sylvaine Picard, Loïc Simon, Frédéric Jurie

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks.

Mateusz Kozinski, Loïc Simon, Frédéric Jurie

CoRR, 2017

2016

Influence of Unknown Exterior Samples on Interpolated Values for Band-Limited Images.

Loïc Simon, Jean-Michel Morel

SIAM J. Imaging Sci., 2016

Information Theoretic Rotationwise Robust Binary Descriptor Learning.

Youssef El Rhabi, Loïc Simon, Luc Brun, Josep Lladós Canet, Felipe Lumbreras

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

2014

Photorealistic Face De-Identification by Aggregating Donors' Face Components.

Saleh Mosaddegh, Loïc Simon, Frédéric Jurie

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Parsing Facades with Shape Grammars and Reinforcement Learning.

Olivier Teboul, Iasonas Kokkinos, Loïc Simon, Panagiotis Koutsourakis, Nikos Paragios

IEEE Trans. Pattern Anal. Mach. Intell., 2013

2012

Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences.

Loïc Simon, Olivier Teboul, Panagiotis Koutsourakis, Luc Van Gool, Nikos Paragios

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).

Loïc Simon

PhD thesis, 2011

Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings.

Loïc Simon, Olivier Teboul, Panagiotis Koutsourakis, Nikos Paragios

Int. J. Comput. Vis., 2011

Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based Priors.

Chaohui Wang, Haithem Boussaid, Loïc Simon, Jean-Yves Lazennec, Nikos Paragios

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.

Chaohui Wang, Yun Zeng, Loïc Simon, Ioannis A. Kakadiaris, Dimitris Samaras, Nikos Paragios

Proceedings of the IEEE International Conference on Computer Vision, 2011

Shape grammar parsing via Reinforcement Learning.

Olivier Teboul, Iasonas Kokkinos, Loïc Simon, Panagiotis Koutsourakis, Nikos Paragios

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

Segmentation of building facades using procedural shape priors.

Olivier Teboul, Loïc Simon, Panagiotis Koutsourakis, Nikos Paragios

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Single view reconstruction using shape grammars for urban environments.

Panagiotis Koutsourakis, Loïc Simon, Olivier Teboul, Georgios Tziritas, Nikos Paragios

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009