Jérémie Sublime

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Venues

University of Paris-Saclay, France (PHD)

Education History

University of Paris-Saclay, France

PHD

Publications

Nan Ding, Florence Rossant, Hélène Urien, Jérémie Sublime, Paul Bastelica, Christophe Baudouin, Michel Pâques
A Complete Method for the 3D Reconstruction of Axonal Pathways from 2 Orthogonal 3D OCT Images of the Lamina Cribrosa. ICASSP (2024)
Jérémie Sublime
The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence. J. Artif. Intell. Res. 79 (2024)
Nan Ding, Florence Rossant, Hélène Urien, Jérémie Sublime, Michel Pâques
3D Orthogonal SD-OCT Volumes Registration for the Enhancement of Pores in Lamina Cribrosa. ISBI (2023)
Juan Zamora, Jérémie Sublime
An Ensemble and Multi-View Clustering Method Based on Kolmogorov Complexity. Entropy 25 (2) (2023)
Jade Eva Guisiano, Éric Moulines, Thomas Lauvaux, Jérémie Sublime
Oil and Gas Automatic Infrastructure Mapping: Leveraging High-Resolution Satellite Imagery Through Fine-Tuning of Object Detection Models. ICONIP (12) (2023)
Nan Ding, Hélène Urien, Florence Rossant, Jérémie Sublime, Michel Pâques
Context-aware Attention U-Net for the segmentation of pores in Lamina Cribrosa using partial points annotation. ICMLA (2022)
Ana Flávia dos Reis, Yahia Medjahdi, Bruno Sens Chang, Jérémie Sublime, Glauber Brante, Faouzi Bader
Low Complexity LSTM-NN-Based Receiver for Vehicular Communications in the Presence of High-Power Amplifier Distortions. IEEE Access 10 (2022)
Clément Royer, Jérémie Sublime, Florence Rossant, Michel Pâques
Unsupervised Approaches for the Segmentation of Dry ARMD Lesions in Eye Fundus cSLO Images. J. Imaging 7 (8) (2021)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder. Remote. Sens. 12 (11) (2020)
Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration Progression. ICANN (2) (2020)
Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan
Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection. J. Imaging 6 (7) (2020)
Juan Zamora, Jérémie Sublime
A New Information Theory Based Clustering Fusion Method for Multi-view Representations of Text Documents. HCI (14) (2020)
Denis Maurel, Sylvain Lefebvre, Jérémie Sublime
Deep Cooperative Reconstruction with Security Constraints in multi-view environments. ICDM (Workshops) (2020)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction. IPTA (2019)
Jérémie Sublime, Ekaterina Kalinicheva
Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami. Remote. Sens. 11 (9) (2019)
Jérémie Sublime
Incremental Collaborative Clustering Using Information Theory and Information Compression. FSDM (2019)
Jérémie Sublime, Guénaël Cabanes, Basarab Matei
Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. Entropy 21 (10) (2019)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. ICANN (3) (2019)
Jérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani
Optimizing exchange confidence during collaborative clustering. IJCNN (2018)
Jérémie Sublime, Sylvain Lefebvre
Collaborative Clustering through Constrained Networks using Bandit Optimization. IJCNN (2018)
Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
Neural Network Autoencoder for Change Detection in Satellite Image Time Series. ICECS (2018)
Denis Maurel, Jérémie Sublime, Sylvain Lefebvre
Cartes Auto-Organisatrices Incrémentales appliquées au Clustering Collaboratif. EGC (2018)
Pierre-Alexandre Murena, Jérémie Sublime, Basarab Matei, Antoine Cornuéjols
An Information Theory based Approach to Multisource Clustering. IJCAI (2018)
Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Entropy based probabilistic collaborative clustering. Pattern Recognit. 72 (2017)
Denis Maurel, Jérémie Sublime, Sylvain Lefebvre
Incremental Self-Organizing Maps for Collaborative Clustering. ICONIP (1) (2017)
Jérémie Sublime, Basarab Matei, Pierre-Alexandre Murena
Analysis of the influence of diversity in collaborative and multi-view clustering. IJCNN (2017)
Jérémie Sublime, Andrés Troya-Galvis, Anne Puissant
Multi-Scale Analysis of Very High Resolution Satellite Images Using Unsupervised Techniques. Remote. Sens. 9 (5) (2017)
Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images. ICONIP (3) (2016)
Jérémie Sublime, Nistor Grozavu, Guénaël Cabanes, Younès Bennani, Antoine Cornuéjols
From horizontal to vertical collaborative clustering using generative topographic maps. Int. J. Hybrid Intell. Syst. 12 (4) (2015)
Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Vertical collaborative clustering using generative topographic maps. SoCPaR (2015)
Jérémie Sublime, Andres Troya-Galvis, Younès Bennani, Antoine Cornuéjols, Pierre Gançarski
Semantic rich ICM algorithm for VHR satellite images segmentation. MVA (2015)
Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
Collaborative clustering with heterogeneous algorithms. IJCNN (2015)
Jérémie Sublime, Younès Bennani, Antoine Cornuéjols
Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution. EGC (2015)
Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
A New Energy Model for the Hidden Markov Random Fields. ICONIP (2) (2014)
Sonia Yassa, Jérémie Sublime, Rachid Chelouah, Hubert Kadima, GeunSik Jo, Bertrand Granado
A genetic algorithm for multi-objective optimisation in workflow scheduling with hard constraints. Int. J. Metaheuristics 2 (4) (2013)

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Publication Activity (10 Years)

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Jérémie Sublime