Scholar
Elias Ramzi
Google Scholar ID: mbfTD_UAAAAJ
Reasearch scientist, valeo.ai
Citations & Impact
Citations
130
H-index
6
i10-index
4
Publications
11
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- - Robust and Decomposable Average Precision for Image Retrieval (NeurIPS 2021)
- - Hierarchical Average Precision Training for Pertinent Image Retrieval (ECCV 2022)
- - Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection (ICML 2023)
- - GalLoP: Learning Global and Local Prompts for Vision-Language Models (ECCV 2024)
- - Optimization of Rank Losses for Image Retrieval (TPAMI 2025)
- - VaViM and VaVAM: Autonomous Driving through Video Generative Modeling (ArXiv Preprint 2025)
- - LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension (ICLR 2025)
Research Experience
- Working as a Research Scientist at valeo.ai; involved in multiple projects such as VaViM & VaVAM, LLM-wrapper, etc.
Education
- PhD in Computer Vision from Cnam, supervised by Nicolas Thome (Sorbonne Université), Nicolas Audebert (IGN), and Clément Rambour (Cnam).
Background
- Research Interests: Deep learning and computer vision. Professional Field: AI Research Scientist.
Miscellany
- Personal interests not mentioned
