Elias Ramzi
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Elias Ramzi

Doctorant
Team: Données Complexes, Apprentissage et Représentations
Personal website: https://elias-ramzi.github.io/
Phone: +33628254088
Office: 37.0E.53

2025

Articles de revue

  1. Ramzi, E.; Audebert, N.; Rambour, C.; Araujo, A.; Bitot, X. and Thome, N. Optimization of Rank Losses for Image Retrieval. In IEEE Transactions on Pattern Analysis and Machine Intelligence: 1-12, 2025. doi  www 

2024

Articles de revue

  1. Karmim, Y.; Ramzi, E.; Fournier-S 'Niehotta, R. and Thome, N. ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation. In Transactions on Machine Learning Research Journal, 2024. www 

Articles de conférence

  1. Lafon, M.; Ramzi, E.; Rambour, C.; Audebert, N. and Thome, N. GalLoP: Learning Global and Local Prompts for Vision-Language Models. In The 18th European Conference on Computer Vision ECCV 2024, arXiv, Milan, Italy, 2024. doi  www 

Thèses et habilitations

  1. Ramzi, E. Recherche par image robuste par apprentissage profond. Ph.D. Thesis, HESAM Université, 2024.

2023

Articles de conférence

  1. Lafon, M.; Ramzi, E.; Rambour, C. and Thome, N. Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection. In International Conference on Machine Learning, Honololu, Hawaii, United States, 2023. www 

2022

Articles de conférence

  1. Ramzi, E.; Audebert, N.; Thome, N.; Rambour, C. and Bitot, X. Hierarchical Average Precision Training for Pertinent Image Retrieval. In ECCV 2022, Tel-Aviv, Israel, 2022. www 

2021

Articles de conférence

  1. Ramzi, E.; Thome, N.; Rambour, C.; Audebert, N. and Bitot, X. Robust and Decomposable Average Precision for Image Retrieval. In Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), Sydney, Australia, 2021. www 
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