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Loïc Simon

30
Documents

Publications

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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

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
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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
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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 hal-00856304v1
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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 hal-00856103v1

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⟩
Communication dans un congrès 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⟩
Communication dans un congrès hal-00856135v1

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