Jérémie Sublime

Enseignant-Chercheur HDR à l'ISEP
51
Documents

Publications

Publications

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MULTI-MAP FUSION FOR WEAKLY SUPERVISED DISEASE LOCALIZATION FROM GLOBALLY ASSIGNED DIAGNOSTIC LABELS IN BRAIN MRI

Seoyoung Oh , Mélanie Pélégrini-Issac , Hélène Urien , Veronique Marchand-Pauvert , Jérémie Sublime

The IEEE International Symposium on Biomedical Imaging, IEEE, Apr 2026, London, GB, United Kingdom

Communication dans un congrès hal-05477556v1
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Application of explainable AI to healthcare: a review ⋆

Samuel Gbenga Faluyi , Yousra Chabchoub , Maurras Ulbricht Togbe , Jérémie Sublime

IDDM’24: 7th International Conference on Informatics & Data-Driven Medicine, Nov 2024, Birmingham (UK), United Kingdom

Communication dans un congrès hal-04779540v1
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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

Communication dans un congrès 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

Communication dans un congrès 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

Communication dans un congrès hal-03800461v1
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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

Communication dans un congrès hal-02963851v1
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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

Communication dans un congrès hal-02950414v1

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⟩

Communication dans un congrès hal-01913946v1
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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

Communication dans un congrès hal-04080050v1

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

Communication dans un congrès hal-02287911v1
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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

Communication dans un congrès hal-01557220v1

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⟩

Communication dans un congrès hal-01589449v1

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⟩

Communication dans un congrès hal-01560656v1

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⟩

Communication dans un congrès 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

Communication dans un congrès hal-02742382v1

Collaborative Clustering with Heterogeneous Algorithms

Jérémie Sublime , Nistor Grozavu , Younès Bennani , Antoine Cornuéjols

IJCNN 2015, Jul 2015, Killarney, Ireland. pp.8

Communication dans un congrès hal-01560647v1

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

Communication dans un congrès hal-01565550v1

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

Communication dans un congrès hal-01565549v1

Clustering collaboratif incrémental

Jérémie Sublime , Younes Bennani , Antoine Cornuéjols

Conférence Francophone d'Apprentissage ( CAP2014 ), Jul 2014, Saint Etienne, France

Communication dans un congrès hal-01565539v1
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Improving Fast Density Peak Clustering Using Mass Distance: m-FDPC

Mouloud Merbouche , Célia Tso , Jérémie Sublime

Journal of Electronic & Information Systems, 2025, 7, pp.51 - 65. ⟨10.30564/jeis.v7i2.11528⟩

Article dans une revue hal-05332972v1
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Can We Trust AI with Our Ears? A Cross-Domain Comparative Analysis of Explainability in Audio Intelligence

Sudip Chakrabarty , Pappu Bishwas , Mainak Bandyopadhyay , Jérémie Sublime

IEEE Access, 2025, pp.1-1. ⟨10.1109/ACCESS.2025.3622161⟩

Article dans une revue hal-05319084v1
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Three-Dimensional Microarchitecture of Lamina Cribrosa Pores in High and Normal Tension Glaucoma Using Optical Coherence Tomography

Paul Bastelica , Antoine Labbé , Pascale Hamard , Florence Rossant , Hélène Urien et al.

Journal of Glaucoma, 2024, 33 (12), pp.957-963. ⟨10.1097/IJG.0000000000002494⟩

Article dans une revue hal-05322366v1
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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⟩

Article dans une revue 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⟩

Article dans une revue hal-03993735v1
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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⟩

Article dans une revue hal-03648943v1
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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 et al. Article dans une revue hal-03864392v1
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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⟩

Article dans une revue hal-03319503v1
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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 Article dans une revue 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⟩

Article dans une revue hal-03328443v1
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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⟩

Article dans une revue 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, In press

Article dans une revue hal-02879597v1
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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⟩

Article dans une revue hal-02732962v2
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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⟩

Article dans une revue 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⟩

Article dans une revue hal-02549286v1
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Entropy Based Probabilistic Collaborative Clustering

Jérémie Sublime , Matei Basarab , Guénaël Cabanes , Nistor Grozavu , Younès Bennani et al.

Pattern Recognition, 2017, 72, pp.144-157. ⟨10.1016/j.patcog.2017.07.014⟩

Article dans une revue 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⟩

Article dans une revue 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

Article dans une revue hal-01552149v1