Loïc Simon

Publications

Article dans une revue (6)

On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity Rodrigue Siry,Ryan Webster,Loïc Simon,Julien Rabin Journal of Machine Learning Research, 2024, 24, pp.185 Article dans une revue hal-04398318v1
On the inductive biases of deep domain adaptation Rodrigue Siry,Louis Hémadou,Loïc Simon,Frédéric Jurie Computer Vision and Image Understanding, 2023, 233, pp.103714. ⟨10.1016/j.cviu.2023.103714⟩ Article dans une revue hal-03290701v2
Guest Editorial JMIV Special Issue SSVM’21 Jalal M. Fadili,Abderrahim Elmoataz,Loïc Simon,Julien Rabin,Yvain Quéau Journal of Mathematical Imaging and Vision, 2023, 65 (1), pp.1-3. ⟨10.1007/s10851-023-01140-3⟩ Article dans une revue hal-04021168v1
Influence of Unknown Exterior Samples on Interpolated Values for Band-Limited Images Loïc Simon,Jean-Michel Morel SIAM Journal on Imaging Sciences, 2016, 9 (1), pp.152-184. ⟨10.1137/140978338⟩ Article dans une revue hal-01287218v1
Parsing Facades with Shape Grammars and Reinforcement Learning Olivier Teboul,Iasonas Kokkinos,Loïc Simon,Koutsourakis Panagiotis,Nikos Paragios IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35 (7), pp.1744-1756. ⟨10.1109/TPAMI.2012.252⟩ Article dans une revue hal-00855609v1
Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings Loïc Simon,O. Teboul,Koutsourakis Panagiotis,Nikos Paragios International Journal of Computer Vision, 2011, 93 (2), pp.253-271. ⟨10.1007/s11263-010-0370-6⟩ Article dans une revue istex hal-00856304v1

Communication dans un congrès (22)

Unification et extension des mesures de précision et de rappel pour l'évaluation des modèles génératifs Benjamin Sykes,Loic Simon,Julien Rabin ORASIS 2025, ISEN Yncréa Ouest, Jun 2025, Le Croisic, France Communication dans un congrès hal-05131290v1
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 (WACV), Jan 2024, Waikoloa (Hawaii), United States Communication dans un congrès hal-04588660v1
Adversarial Counterfactual Visual Explanations Guillaume Jeanneret,Loïc Simon,Frédéric Jurie Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023, VANCOUVER, Canada Communication dans un congrès hal-03874816v2
Width-Wise Parameter Sharing for Multi-Domain GAN Learning Ryan Webster,Julien Rabin,Loïc Simon,Frédéric Jurie 2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.4163-4167, ⟨10.1109/ICIP46576.2022.9897423⟩ Communication dans un congrès hal-03983601v1
Diffusion Models for Counterfactual Explanations Guillaume Jeanneret,Loïc Simon,Frédéric Jurie 16th Asian Conference on Computer Vision (ACCV2022), Dec 2022, Macao, China. ⟨10.1007/978-3-031-26293-7_14⟩ Communication dans un congrès hal-04583065v1
Generating Private Data Surrogates for Vision Related Tasks Ryan Webster,Julien Rabin,Loïc Simon,Frédéric Jurie ICPR 2020, International Association of Pattern Recognition, IAPR, Jan 2021, Milan, Italy Communication dans un congrès hal-02367948v2
A Study Of Alignment Mechanisms In Adversarial Domain Adaptation Rodrigue Siry,Loïc Simon,Frederic Jurie 2020 IEEE International Conference on Image Processing (ICIP), Oct 2020, Abu Dhabi, France. pp.1816-1820, ⟨10.1109/ICIP40778.2020.9190745⟩ Communication dans un congrès hal-03337482v1
Detecting Overfitting of Deep Generative Networks via Latent Recovery Ryan Webster,Julien Rabin,Loïc Simon,Frédéric Jurie IEEE conference on computer vision and pattern recognition, Jun 2019, Long Beach, United States Communication dans un congrès hal-02128249v1
Revisiting Precision and Recall Definition for Generative Model Evaluation Loïc Simon,Ryan Webster,Julien Rabin International Conference on Machine Learning (ICML), Jun 2019, Long Beach, United States Communication dans un congrès hal-02131217v1
n-MeRCI: A new Metric to Evaluate the Correlation Between Predictive Uncertainty and True Error Michel Moukari,Loïc Simon,Sylvaine Picard,Frédéric Jurie IEEE/RJS International Conference on Intelligent Robots and Systems (IROS), Nov 2019, Macao, China Communication dans un congrès hal-02242792v1
DEEP MULTI-SCALE ARCHITECTURES FOR MONOCULAR DEPTH ESTIMATION Michel Moukari,Sylvaine Picard,Loïc Simon,Frédéric Jurie 2018 25th IEEE International Conference on Image Processing (ICIP, Oct 2018, Athens, Greece. ⟨10.1109/ICIP.2018.8451408⟩ Communication dans un congrès hal-01803817v1
Semi-Supervised Training of Structured Output Neural Networks with an Adversarial Loss Mateusz Kozinski,Loïc Simon,Frédéric Jurie ORASIS 2017, GREYC, Jun 2017, Colleville-sur-Mer, France Communication dans un congrès hal-01866633v1
An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks Mateusz Kozinski,Frédéric Jurie,Loïc Simon NIPS2017, Dec 2017, Long Beach, United States Communication dans un congrès hal-01713323v1
Information Theoretic Rotationwise Robust Binary Descriptor Learning Youssef El Rhabi,Loïc Simon,Luc Brun,Josep Llados,Felipe Lumbreras Structural, Syntactic, and Statistical Pattern Recognition, Nov 2016, Mérida, Mexico. pp.368--378 Communication dans un congrès hal-01418934v1
Estimation de la pose d'une caméra à partir d'un flux vidéo en s'approchant du temps réel Youssef El Rhabi,Loïc Simon,Luc Brun Journées francophones des jeunes chercheurs en vision par ordinateur, Jun 2015, Amiens, France Communication dans un congrès hal-01161832v1
Photorealistic Face de-Identification by Aggregating Donors' Face Components Saleh Mosaddegh,Loïc Simon,Frédéric Jurie Asian Conference on Computer Vision, Nov 2014, Singapore. pp.1-16 Communication dans un congrès hal-01070658v1
Truncation Error in Image Interpolation Loïc Simon SAMPTA, Jul 2013, Bremen, Germany Communication dans un congrès hal-01140943v1
Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences Loïc Simon,Olivier Teboul,Panagiotis Koutsourakis,Luc van Gool,Nikos Paragios 25th IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2012, Jun 2012, Rhode Island, United States. pp.518-525, ⟨10.1109/CVPR.2012.6247716⟩ Communication dans un congrès hal-00856289v1
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 14th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2011, Sep 2011, Toronto, Canada. pp.346-353, ⟨10.1007/978-3-642-23626-6_43⟩ Communication dans un congrès istex hal-00856103v1
Shape grammar parsing via Reinforcement Learning Olivier Teboul,Iasonas Kokkinos,Loïc Simon,Panagiotis Koutsourakis,Nikos Paragios 24th IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2011, Jun 2011, Colorado Springs, United States. pp.2273-2280, ⟨10.1109/CVPR.2011.5995319⟩ Communication dans un congrès hal-00856135v1
Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors Chaohui Wang,Yun Zeng,Loïc Simon,Ioannis A. Kakadiaris,Dimitris Samaraset al. 13th International Conference on Computer Vision - ICCV 2011, Nov 2011, Barcelona, Spain. pp.319-326, ⟨10.1109/ICCV.2011.6126258⟩ Communication dans un congrès hal-00856131v1
Segmentation of building facades using procedural shape priors Olivier Teboul,Loïc Simon,Panagiotis Koutsorakis,Nikos Paragios 23rd IEEE Conference on Computer Vision and Pattern Recognition - CVPR 2010, Jun 2010, San Francisco, United States. pp.3105-3112, ⟨10.1109/CVPR.2010.5540068⟩ Communication dans un congrès hal-00856063v1

Pré-publication, Document de travail (4)

A New Perspective on Precision and Recall for Generative Models Benjamin Sykes,Loïc Simon,Julien Rabin,Jalal Fadili 2025 Pré-publication, Document de travail hal-05344404v1
Training face verification models from generated face identity data Dennis Conway,Loïc Simon,Alexis Lechervy,Frederic Jurie 2021 Pré-publication, Document de travail hal-03336940v1
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity Rodrigue Siry,Ryan Webster,Loïc Simon,Julien Rabin 2021 Pré-publication, Document de travail hal-03336929v1
This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces Ryan Webster,Julien Rabin,Loïc Simon,Frederic Jurie 2021 Pré-publication, Document de travail hal-03336954v1