Jérémie Sublime

45 papers A* 2B 4C 3Misc 2Journal 16Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Can We Trust AI With Our Ears? A Cross-Domain Comparative Analysis of Explainability in Audio Intelligence. IEEE Access Sudip Chakrabarty, Pappu Bishwas, Mainak Bandyopadhyay, Jérémie Sublime
2025	A*	`conf`	The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence. AAAI Jérémie Sublime
2024	Misc	`conf`	A Complete Method for the 3D Reconstruction of Axonal Pathways from 2 Orthogonal 3D OCT Images of the Lamina Cribrosa. ICASSP Nan Ding, Florence Rossant, Hélène Urien, Jérémie Sublime, Paul Bastelica, Christophe Baudouin, Michel Pâques
2024	C	`conf`	Application of Explainable AI to Healthcare: A Review. IDDM Samuel Gbenga Faluyi, Yousra Chabchoub, Maurras Togbe, Jérémie Sublime
2024	—	`conf`	Deep Neural Networks Comparison for MRI Segmentation of the Brainstem. ISBI Seoyoung Oh, Mélanie Pélégrini-Issac, Hélène Urien, Véronique Marchand-Pauvert, Jérémie Sublime
2024	J	`jnl`	Is ChatGPT Massively Used by Students Nowadays? A Survey on the Use of Large Language Models such as ChatGPT in Educational Settings. CoRR Jérémie Sublime, Ilaria Renna
2024	C	`conf`	Object Detection Models Sensitivity & Robustness to Satellite-based Adversarial Attacks. IGARSS Jade Eva Guisiano, Domenico Barretta, Éric Moulines, Thomas Lauvaux, Jérémie Sublime
2024	J	`jnl`	The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence. J. Artif. Intell. Res. Jérémie Sublime
2024	J	`jnl`	The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History? CoRR Jérémie Sublime
2023	—	`conf`	3D Orthogonal SD-OCT Volumes Registration for the Enhancement of Pores in Lamina Cribrosa. ISBI Nan Ding, Florence Rossant, Hélène Urien, Jérémie Sublime, Michel Pâques
2023	J	`jnl`	An Ensemble and Multi-View Clustering Method Based on Kolmogorov Complexity. Entropy Juan Zamora, Jérémie Sublime
2023	—	`conf`	Oil and Gas Automatic Infrastructure Mapping: Leveraging High-Resolution Satellite Imagery Through Fine-Tuning of Object Detection Models. ICONIP (12) Jade Eva Guisiano, Éric Moulines, Thomas Lauvaux, Jérémie Sublime
2022	C	`conf`	Context-aware Attention U-Net for the segmentation of pores in Lamina Cribrosa using partial points annotation. ICMLA Nan Ding, Hélène Urien, Florence Rossant, Jérémie Sublime, Michel Pâques
2022	J	`jnl`	Low Complexity LSTM-NN-Based Receiver for Vehicular Communications in the Presence of High-Power Amplifier Distortions. IEEE Access Ana Flávia dos Reis, Yahia Medjahdi, Bruno Sens Chang, Jérémie Sublime, Glauber Brante, Faouzi Bader
2021	—	`book`	Contributions to modern unsupervised learning: Case studies of multi-view clustering and unsupervised Deep Learning. (Contributions à l'apprentissage non-supervisé moderne: Applications aux cas du clustering multi-vue et de l'apprentissage profond non-supervisé). Jérémie Sublime
2021	J	`jnl`	Unsupervised Approaches for the Segmentation of Dry ARMD Lesions in Eye Fundus cSLO Images. J. Imaging Clément Royer, Jérémie Sublime, Florence Rossant, Michel Pâques
2020	—	`conf`	A New Information Theory Based Clustering Fusion Method for Multi-view Representations of Text Documents. HCI (14) Juan Zamora, Jérémie Sublime
2020	J	`jnl`	Analyzing Age-Related Macular Degeneration Progression in Patients with Geographic Atrophy Using Joint Autoencoders for Unsupervised Change Detection. J. Imaging Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
2020	—	`conf`	Deep Cooperative Reconstruction with Security Constraints in multi-view environments. ICDM (Workshops) Denis Maurel, Sylvain Lefebvre, Jérémie Sublime
2020	J	`jnl`	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. Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan
2020	—	`conf`	Unsupervised Change Detection Using Joint Autoencoders for Age-Related Macular Degeneration Progression. ICANN (2) Guillaume Dupont, Ekaterina Kalinicheva, Jérémie Sublime, Florence Rossant, Michel Pâques
2020	J	`jnl`	Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder. Remote. Sens. Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
2019	J	`jnl`	Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami. Remote. Sens. Jérémie Sublime, Ekaterina Kalinicheva
2019	—	`conf`	Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. ICANN (3) Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
2019	—	`conf`	Incremental Collaborative Clustering Using Information Theory and Information Compression. FSDM Jérémie Sublime
2019	—	`conf`	Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction. IPTA Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
2019	J	`jnl`	Study on the Influence of Diversity and Quality in Entropy Based Collaborative Clustering. Entropy Jérémie Sublime, Guénaël Cabanes, Basarab Matei
2018	A*	`conf`	An Information Theory based Approach to Multisource Clustering. IJCAI Pierre-Alexandre Murena, Jérémie Sublime, Basarab Matei, Antoine Cornuéjols
2018	—	`conf`	Cartes Auto-Organisatrices Incrémentales appliquées au Clustering Collaboratif. EGC Denis Maurel, Jérémie Sublime, Sylvain Lefebvre
2018	B	`conf`	Collaborative Clustering through Constrained Networks using Bandit Optimization. IJCNN Jérémie Sublime, Sylvain Lefebvre
2018	—	`conf`	Neural Network Autoencoder for Change Detection in Satellite Image Time Series. ICECS Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan
2018	B	`conf`	Optimizing exchange confidence during collaborative clustering. IJCNN Jérémie Sublime, Denis Maurel, Nistor Grozavu, Basarab Matei, Younès Bennani
2017	B	`conf`	Analysis of the influence of diversity in collaborative and multi-view clustering. IJCNN Jérémie Sublime, Basarab Matei, Pierre-Alexandre Murena
2017	J	`jnl`	Entropy based probabilistic collaborative clustering. Pattern Recognit. Jérémie Sublime, Basarab Matei, Guénaël Cabanes, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2017	—	`conf`	Incremental Self-Organizing Maps for Collaborative Clustering. ICONIP (1) Denis Maurel, Jérémie Sublime, Sylvain Lefebvre
2017	J	`jnl`	Multi-Scale Analysis of Very High Resolution Satellite Images Using Unsupervised Techniques. Remote. Sens. Jérémie Sublime, Andrés Troya-Galvis, Anne Puissant
2016	—	`conf`	Collaborative-Based Multi-scale Clustering in Very High Resolution Satellite Images. ICONIP (3) Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
2016	—	`—`	Contributions to collaborative clustering and its potential applications on very high resolution satellite images. (Contributions au clustering collaboratif et à ses potentielles applications en imagerie à très haute résolution). Jérémie Sublime
2015	B	`conf`	Collaborative clustering with heterogeneous algorithms. IJCNN Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2015	J	`jnl`	From horizontal to vertical collaborative clustering using generative topographic maps. Int. J. Hybrid Intell. Syst. Jérémie Sublime, Nistor Grozavu, Guénaël Cabanes, Younès Bennani, Antoine Cornuéjols
2015	Misc	`conf`	Semantic rich ICM algorithm for VHR satellite images segmentation. MVA Jérémie Sublime, Andres Troya-Galvis, Younès Bennani, Antoine Cornuéjols, Pierre Gançarski
2015	—	`conf`	Un algorithme ICM basé sur la compacité pour la segmentation des images satellites à très haute résolution. EGC Jérémie Sublime, Younès Bennani, Antoine Cornuéjols
2015	—	`conf`	Vertical collaborative clustering using generative topographic maps. SoCPaR Jérémie Sublime, Nistor Grozavu, Younès Bennani, Antoine Cornuéjols
2014	—	`conf`	A New Energy Model for the Hidden Markov Random Fields. ICONIP (2) Jérémie Sublime, Antoine Cornuéjols, Younès Bennani
2013	J	`jnl`	A genetic algorithm for multi-objective optimisation in workflow scheduling with hard constraints. Int. J. Metaheuristics Sonia Yassa, Jérémie Sublime, Rachid Chelouah, Hubert Kadima, GeunSik Jo, Bertrand Granado