Jenia Jitsev
7 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
language model
(3)
image-text pair
(3)
scaling law
(3)
zero-shot classification
(2)
vision-language model
(2)
language-image pretraining
(2)
clip model
(2)
data curation
(2)
data filtering
(2)
batch size
(1)
zero-shot accuracy
(1)
model size
(1)
image-text model
(1)
dataset filtering
(1)
image-text dataset
(1)
contrastive learning
(1)
concept-aware batch sampling
(1)
zero-shot learning
(1)
multimodal learning
(1)
learning rate decay
(1)
Papers
Concept-Aware Batch Sampling Improves Language-Image Pretraining
CVPR 2026
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
NeurIPS 2024
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
NeurIPS 2024
DataComp: In search of the next generation of multimodal datasets
NeurIPS 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
NeurIPS 2022