Elias Ramzi
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
representation learning
(1)
zero-shot learning
(1)
metric learning
(1)
density estimation
(1)
image retrieval
(1)
self-supervised learning
(1)
referring expression
(1)
feature space
(1)
gaussian mixture model
(1)
deep neural network
(1)
energy-based model
(1)
out-of-distribution detection
(1)
vision-language model
(1)
vision foundation model
(1)
matryoshka representation
(1)
end-to-end training
(1)
bounding box
(1)
rank function
(1)
black-box adaptation
(1)
differentiable approximation
(1)
Papers
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
CVPR 2026
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension
ICLR 2025
GalLop: Learning global and local prompts for vision-language models
ECCV 2024
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection
ICML 2023
Hierarchical Average Precision Training for Pertinent Image Retrieval
ECCV 2022
Robust and Decomposable Average Precision for Image Retrieval
NeurIPS 2021