Jenia Jitsev
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (15) π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer
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Mega-Team
(60)
Conferences
NIPS (4)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
clip model
(2)
zero-shot classification
(2)
language model
(2)
image-text pair
(2)
scaling law
(2)
data filtering
(2)
vision-language model
(1)
model scaling
(1)
stable diffusion
(1)
large-scale dataset
(1)
batch size
(1)
data curation
(1)
zero-shot accuracy
(1)
model size
(1)
image-text model
(1)
dataset filtering
(1)
language-image pre-training
(1)
contrastive learning
(1)
image-text dataset
(1)
zero-shot learning
(1)
Papers
Language models scale reliably with over-training and on downstream tasks
ICLR 2025
DataComp-LM: In search of the next generation of training sets for language models
NIPS 2024
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
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