Loïc Simon

Documents

Publications

	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 Journal articles 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⟩ Journal articles 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⟩ Journal articles 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⟩ Journal articles 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⟩ Journal articles 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⟩ Journal articles hal-00856304v1

	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 Conference papers 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 Conference papers 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⟩ Conference papers 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⟩ Conference papers 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 Conference papers 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⟩ Conference papers hal-03337482v1
	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 Conference papers hal-02242792v1
	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 Conference papers hal-02131217v1
	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 Conference papers hal-02128249v1
	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⟩ Conference papers 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 Conference papers 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 Conference papers 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 Conference papers 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 Conference papers 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 Conference papers hal-01070658v1
	Truncation Error in Image Interpolation Loïc Simon SAMPTA, Jul 2013, Bremen, Germany Conference papers 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⟩ Conference papers hal-00856289v1
	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 13th International Conference on Computer Vision - ICCV 2011, Nov 2011, Barcelona, Spain. pp.319-326, ⟨10.1109/ICCV.2011.6126258⟩ Conference papers hal-00856131v1
	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⟩ Conference papers hal-00856135v1
	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⟩ Conference papers hal-00856103v1
	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⟩ Conference papers hal-00856063v1

	This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces Ryan Webster , Julien Rabin , Loïc Simon , Frederic Jurie 2021 Preprints, Working Papers, ... hal-03336954v1
	Training face verification models from generated face identity data Dennis Conway , Loïc Simon , Alexis Lechervy , Frederic Jurie 2021 Preprints, Working Papers, ... hal-03336940v1
	On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity Rodrigue Siry , Ryan Webster , Loïc Simon , Julien Rabin 2021 Preprints, Working Papers, ... hal-03336929v1

Loïc Simon

Publications

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

On the inductive biases of deep domain adaptation

Guest Editorial JMIV Special Issue SSVM’21

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

Parsing Facades with Shape Grammars and Reinforcement Learning

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

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

Adversarial Counterfactual Visual Explanations

Width-Wise Parameter Sharing for Multi-Domain GAN Learning

Diffusion Models for Counterfactual Explanations

Generating Private Data Surrogates for Vision Related Tasks

A Study Of Alignment Mechanisms In Adversarial Domain Adaptation

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

Revisiting Precision and Recall Definition for Generative Model Evaluation

Detecting Overfitting of Deep Generative Networks via Latent Recovery

DEEP MULTI-SCALE ARCHITECTURES FOR MONOCULAR DEPTH ESTIMATION

Semi-Supervised Training of Structured Output Neural Networks with an Adversarial Loss

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

Information Theoretic Rotationwise Robust Binary Descriptor Learning

Estimation de la pose d'une caméra à partir d'un flux vidéo en s'approchant du temps réel

Photorealistic Face de-Identification by Aggregating Donors' Face Components

Truncation Error in Image Interpolation

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

Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors

Shape grammar parsing via Reinforcement Learning

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

Segmentation of building facades using procedural shape priors

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

Training face verification models from generated face identity data

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