Elias Ramzi

According to our database, Elias Ramzi authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning.

Shashanka Venkataramanan, Valentinos Pariza, Mohammadreza Salehi, Lukas Knobel, Spyros Gidaris, Elias Ramzi, Andrei Bursuc, Yuki M. Asano

CoRR, July, 2025

Optimization of Rank Losses for Image Retrieval.

Elias Ramzi, Nicolas Audebert, Clément Rambour, André Araújo, Xavier Bitot, Nicolas Thome

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

VaViM and VaVAM: Autonomous Driving through Video Generative Modeling.

Florent Bartoccioni, Elias Ramzi, Victor Besnier, Shashanka Venkataramanan, Tuan-Hung Vu, Yihong Xu, Loïck Chambon, Spyros Gidaris, Serkan Odabas, David Hurych, Renaud Marlet, Alexandre Boulch, Mickaël Chen, Éloi Zablocki, Andrei Bursuc, Eduardo Valle, Matthieu Cord

CoRR, February, 2025

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension.

Amaia Cardiel, Eloi Zablocki, Elias Ramzi, Oriane Siméoni, Matthieu Cord

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Recherche par image robuste par apprentissage profond. (Robust image retrieval with deep learning).

Elias Ramzi

PhD thesis, 2024

ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation.

Yannis Karmim, Elias Ramzi, Raphaël Fournier-S'niehotta, Nicolas Thome

Trans. Mach. Learn. Res., 2024

LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Foundation Models.

Amaia Cardiel, Eloi Zablocki, Oriane Siméoni, Elias Ramzi, Matthieu Cord

CoRR, 2024

GalLoP: Learning Global and Local Prompts for Vision-Language Models.

Marc Lafon, Elias Ramzi, Clément Rambour, Nicolas Audebert, Nicolas Thome

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection.

Marc Lafon, Elias Ramzi, Clément Rambour, Nicolas Thome

Proceedings of the International Conference on Machine Learning, 2023

2022

Hierarchical Average Precision Training for Pertinent Image Retrieval.

Elias Ramzi, Nicolas Audebert, Nicolas Thome, Clément Rambour, Xavier Bitot

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Robust and Decomposable Average Precision for Image Retrieval.

Elias Ramzi, Nicolas Thome, Clément Rambour, Nicolas Audebert, Xavier Bitot

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021