Mehdi Cherti
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (2) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(34)
Conferences
NIPS (3)
CVPR (1)
Top co-authors
Keywords
image-text pair
(2)
clip model
(2)
zero-shot classification
(2)
multimodal learning
(2)
multimodal dataset
(1)
foundation model
(1)
scaling law
(1)
vision-language model
(1)
model scaling
(1)
stable diffusion
(1)
large-scale dataset
(1)
continual pretraining
(1)
data filtering
(1)
zero-shot accuracy
(1)
image-text model
(1)
dataset filtering
(1)
language-image pre-training
(1)
image-text dataset
(1)
contrastive learning
(1)
parameter-efficient update
(1)
Papers
A Practitioner's Guide to Real-World Continual Multimodal Pretraining
NIPS 2024
DataComp: In search of the next generation of multimodal datasets
NIPS 2023
Reproducible Scaling Laws for Contrastive Language-Image Learning
CVPR 2023
LAION-5B: An open large-scale dataset for training next generation image-text models
NIPS 2022