| 2025 | AAAI | The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence. | Jrmie Sublime |
| 2024 | ICASSP | A Complete Method for the 3D Reconstruction of Axonal Pathways from 2 Orthogonal 3D OCT Images of the Lamina Cribrosa. | Nan Ding, Florence Rossant, Hlne Urien, Jrmie Sublime, Paul Bastelica, Christophe Baudouin, Michel Pques |
| 2024 | IDDM | Application of Explainable AI to Healthcare: A Review. | Samuel Gbenga Faluyi, Yousra Chabchoub, Maurras Togbe, Jrmie Sublime |
| 2024 | IGARSS | Object Detection Models Sensitivity & Robustness to Satellite-based Adversarial Attacks. | Jade Eva Guisiano, Domenico Barretta, ric Moulines, Thomas Lauvaux, Jrmie Sublime |
| 2023 | ICONIP | Oil and Gas Automatic Infrastructure Mapping: Leveraging High-Resolution Satellite Imagery Through Fine-Tuning of Object Detection Models. | Jade Eva Guisiano, ric Moulines, Thomas Lauvaux, Jrmie Sublime |
| 2022 | ICMLA | Context-aware Attention U-Net for the segmentation of pores in Lamina Cribrosa using partial points annotation. | Nan Ding, Hlne Urien, Florence Rossant, Jrmie Sublime, Michel Pques |
| 2020 | HCI | A New Information Theory Based Clustering Fusion Method for Multi-view Representations of Text Documents. | Juan Zamora, Jrmie Sublime |
| 2020 | ICANN | Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration Progression. | Guillaume Dupont, Ekaterina Kalinicheva, Jrmie Sublime, Florence Rossant, Michel Pques |
| 2020 | ICDM | Deep Cooperative Reconstruction with Security Constraints in multi-view environments. | Denis Maurel, Sylvain Lefebvre, Jrmie Sublime |
| 2019 | ICANN | Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. | Ekaterina Kalinicheva, Jrmie Sublime, Maria Trocan |
| 2018 | IJCAI | An Information Theory based Approach to Multisource Clustering. | Pierre-Alexandre Murena, Jrmie Sublime, Basarab Matei, Antoine Cornujols |
| 2018 | IJCNN | Collaborative Clustering through Constrained Networks using Bandit Optimization. | Jrmie Sublime, Sylvain Lefebvre |
| 2018 | IJCNN | Optimizing exchange confidence during collaborative clustering. | Jrmie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Youns Bennani |
| 2017 | ICONIP | Incremental Self-Organizing Maps for Collaborative Clustering. | Denis Maurel, Jrmie Sublime, Sylvain Lefebvre |
| 2017 | IJCNN | Analysis of the influence of diversity in collaborative and multi-view clustering. | Jrmie Sublime, Basarab Matei, Pierre-Alexandre Murena |
| 2016 | ICONIP | Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images. | Jrmie Sublime, Antoine Cornujols, Youns Bennani |
| 2015 | IJCNN | Collaborative clustering with heterogeneous algorithms. | Jrmie Sublime, Nistor Grozavu, Youns Bennani, Antoine Cornujols |
| 2015 | MVA | Semantic rich ICM algorithm for VHR satellite images segmentation. | Jrmie Sublime, Andres Troya-Galvis, Youns Bennani, Antoine Cornujols, Pierre Ganarski |
| 2014 | ICONIP | A New Energy Model for the Hidden Markov Random Fields. | Jrmie Sublime, Antoine Cornujols, Youns Bennani |