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Jérémie Sublime

Enseignant-Chercheur HDR à l'ISEP
46
Documents

Publications

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DEEP NEURAL NETWORKS COMPARISON FOR MRI SEGMENTATION OF THE BRAINSTEM

Seoyoung Oh , Mélanie Pélégrini-Issac , Hélène Urien , Véronique Marchand-Pauvert , Jérémie Sublime
The 21st IEEE International Symposium on Biomedical Imaging, IEEE, May 2024, Athens, Greece
Conference papers hal-04497572v1
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Artificial Intelligence for Methane Mitigation : Through an Automated Determination of Oil and Gas Methane Emissions Profiles

Jade E Guisiano , Éric Moulines , Thomas Lauvaux , Jérémie Sublime
NeurIPS, Dec 2023, Nouvelle-Orléans, Louisiane, United States
Conference papers hal-04275611v1
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Context-aware Attention U-Net for the segmentation of pores in Lamina Cribrosa using partial points annotation

Nan Ding , Hélène Urien , Florence Rossant , Jérémie Sublime , Michel Paques
21st IEEE International Conference on Machine Learning and Applications (IEEE ICMLA'22), Dec 2022, Bahamas, Bahamas
Conference papers hal-03800461v1
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A new Information theory based clustering fusion method for multi-view representations of text documents

Juan Zamora , Jérémie Sublime
22nd International Conference on Human-Computer Interaction (HCI 2020), Jul 2020, Copenhague, Denmark
Conference papers hal-02950414v1
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Deep Cooperative Reconstruction with Security Constraints in multi-view environments

Denis Maurel , Sylvain Lefebvre , Jérémie Sublime
ICDMW 2020, Nov 2020, Online, Italy
Conference papers hal-02963851v1

An Information Theory based Approach to Multisource Clustering

Pierre-Alexandre Murena , Jérémie Sublime , Basarab Matei , Antoine Cornuéjols
Twenty-Seventh International Joint Conference on Artificial Intelligence {IJCAI-18}, Jul 2018, Stockholm, Sweden. ⟨10.24963/ijcai.2018/358⟩
Conference papers hal-01913946v1

Analysis of the influence of diversity in collaborative and multi-view clustering

Jérémie Sublime , Basarab Matei , Pierre-Alexandre Murena
IJCNN-2017 (Int. Joint Conf. on Neural Networks), May 2017, Anchorage, United States
Conference papers hal-02287911v1
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Collaborative clustering based on Algorithmic Information Theory

Pierre-Alexandre Murena , Jérémie Sublime , Basarab Matei , Antoine Cornuéjols
CAp ( Conférence sur l'Apprentissage Automatique ) 2017, Jun 2017, Grenoble, France
Conference papers hal-04080050v1

Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images

Jérémie Sublime , Antoine Cornuéjols , Younès Bennani
International Conference on Neural Information (ICONIP) Processing, Oct 2016, Tokyo, Japan. pp.148-155, ⟨10.1007/978-3-319-46675-0_17⟩
Conference papers hal-01560656v1
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Collaborative learning using topographic maps

Jérémie Sublime , Nistor Grozavu , Guénaêl Cabanes , Younes Bennani , Antoine Cornuéjols
AAFD and SFC'16 Conférence Internationale Francophone "Science des données. Défis Mathématiques et algorithmiques", May 2016, Marrakech, Morocco
Conference papers hal-01557220v1

Collaborative Clustering with Heterogeneous Algorithms

Jérémie Sublime , Nistor Grozavu , Younès Bennani , Antoine Cornuéjols
IJCNN 2015, Jul 2015, Killarney, Ireland. pp.8
Conference papers hal-01560647v1

Semantic rich ICM algorithm for VHR satellite images segmentation

Jérémie Sublime , Andrès Troya-Galvis , Younès Bennani , Antoine Cornuéjols , Pierre Gancarski
14th IAPR International Conference on Machine Vision Applications (MVA), May 2015, Tokyo, Japan. pp.15292961, ⟨10.1109/MVA.2015.7153129⟩
Conference papers hal-01585544v1

Collaborative Clustering with Heterogeneous Algorithms

Jérémie Sublime , Nistor Grozavu , Younès Bennani , Antoine Cornuéjols
International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. 8 p
Conference papers hal-02742382v1

Vertical collaborative clustering using generative topographic maps

Jérémie Sublime , Nistor Grozavu , Younes Bennani , Antoine Cornuéjols
7th International Conference of Soft Computing and Pattern Recognition (SoCPaR), Nov 2015, Fukuoka, Japan. pp.199-204, ⟨10.1109/SOCPAR.2015.7492807⟩
Conference papers hal-01589449v1

A new energy model for the Hidden Markov Random Fields

Antoine Cornuéjols , Jérémie Sublime , Younes Bennani
21. International Conference on Neural Information Processing (ICONIP 2014), Nov 2014, kuching, Malaysia
Conference papers hal-01565549v1

Un nouveau modèle d’énergie pour les champs aléatoires de Markov cachés

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols
21. Rencontres de la Société Francophone de Classification SFC'14, 2014, Rabat, Maroc
Conference papers hal-01565550v1

Clustering collaboratif incrémental

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols
Conférence Francophone d'Apprentissage ( CAP2014 ), Jul 2014, Saint Etienne, France
Conference papers hal-01565539v1
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The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence

Jérémie Sublime
Journal of Artificial Intelligence Research, 2024, 79, pp.41-67. ⟨10.1613/jair.1.15315⟩
Journal articles hal-04387128v1
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An Ensemble and Multi-View Clustering Method Based on Kolmogorov Complexity

Juan Zamora , Jérémie Sublime
Entropy, 2023, Special Issue Pattern Recognition and Data Clustering in Information Theory, 25(2) (371), ⟨10.3390/e25020371⟩
Journal articles hal-03993735v1
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Low Complexity LSTM-NN-Based Receiver for Vehicular Communications in the Presence of High-Power Amplifier Distortions

Ana Flávia dos Reis , Yahia Medjahdi , Bruno Sens Chang , Jérémie Sublime , Glauber Brante
Journal articles hal-03864392v1
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L'apprentissage non-supervisé et ses contradictions

Jérémie Sublime
1024 : Bulletin de la Société Informatique de France, 2022, 19, pp.145-156. ⟨10.48556/SIF.1024.19.145⟩
Journal articles hal-03648943v1
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The 2011 Tohoku Tsunami from the Sky: A Review on the Evolution of Artificial Intelligence Methods for Damage Assessment

Jérémie Sublime
Journal articles hal-03168500v1
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Unsupervised Approaches for the Segmentation of Dry ARMD Lesions in Eye Fundus cSLO Images

Clément Royer , Jérémie Sublime , Florence Rossant , Michel Paques
Journal of Imaging, 2021, 7, ⟨10.3390/jimaging7080143⟩
Journal articles hal-03328443v1
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Unsupervised Approaches for the Segmentation of Dry ARMD Lesions in Eye Fundus cSLO Images

Clément Royer , Jérémie Sublime , Florence Rossant , Michel Paques
Journal of Imaging, 2021, 7 (8), pp.143. ⟨10.3390/jimaging7080143⟩
Journal articles hal-03319503v1
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Unsupervised Satellite Image Time Series Clustering using Object-Based Approaches and 3D Convolutional Autoencoder

Ekaterina Kalinicheva , Jérémie Sublime , Maria Trocan
Remote Sensing, 2020, Advanced Machine Learning for Time Series Remote Sensing Data Analysis), 12 (11), ⟨10.3390/rs12111816⟩
Journal articles hal-02732962v2
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Unsupervised Change Detection Analysis in Satellite Image Time Series using Deep Learning Combined with Graph-Based Approaches

Ekaterina Kalinicheva , Dino Ienco , Jérémie Sublime , Maria Trocan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.1450-1466. ⟨10.1109/JSTARS.2020.2982631⟩
Journal articles hal-02749683v1
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Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection

Guillaume Dupont , Ekaterina Kalinicheva , Jérémie Sublime , Florence Rossant , Michel Paques
Journal of Imaging, inPress
Journal articles hal-02879597v1
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Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami

Jérémie Sublime , Ekaterina Kalinicheva
Remote Sensing, 2019, 11 (9), pp.1123. ⟨10.3390/rs11091123⟩
Journal articles hal-02549241v1
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Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering

Jérémie Sublime , Guénaël Cabanes , Basarab Matei
Entropy, 2019, 21 (10), pp.951. ⟨10.3390/e21100951⟩
Journal articles hal-02549286v1
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Entropy Based Probabilistic Collaborative Clustering

Jérémie Sublime , Matei Basarab , Guénaël Cabanes , Nistor Grozavu , Younès Bennani
Pattern Recognition, 2017, 72, pp.144-157. ⟨10.1016/j.patcog.2017.07.014⟩
Journal articles hal-02480318v1
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From Horizontal to Vertical Collaborative Clustering using Generative Topographic Maps

Jérémie Sublime , Nistor Grozavu , Guénaël Cabanes , Younès Bennani , Antoine Cornuéjols
International Journal of Hybrid Intelligent Systems, 2016, 12-4, ⟨10.3233/HIS-160219⟩
Journal articles hal-01461467v1

Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols
Revue des Nouvelles Technologies de l'Information, 2015, RNTI-E-28, pp.191-196
Journal articles hal-01552149v1
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Data Analysis, Lecture 1: Introduction to data analysis, Univariate statistics of variables and confidence intervals

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845268v1
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Data Analysis - Lecture 8 : Time series analysis, ARIMA models

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845322v1
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Data Analysis - Lecture 7 : Introduction supervised learning

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845317v1
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Data Analysis - Lecture 6 : Introduction to unsupervised learning and clustering

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845304v1
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Data Analysis, Lecture 4 : Data visualization: Feature selection & Linear methods

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845291v1
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Data Analysis, Lecture 5 : Data visualization - non-linear methods

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845297v1
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Data Analysis, Lecture 2: Mining numerical bivariate data

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845275v1
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Data Analysis - Lecture 10 : Introduction to Text Mining

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845336v1
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Data Analysis, Lecture 3 : Mining categorial bivariate data and Introduction to multivariate data analysis

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845284v1
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Data Analysis - Lecture 9 :Time series analysis, Hidden Markov Models

Jérémie Sublime
Engineering school. France. 2022
Lectures hal-03845332v1