Georgios Smyrnis
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (16)
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
π₯
Mega-Team
(60)
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Unstoppable
(6)
Conferences
NIPS (3)
ICLR (2)
ICML (1)
Top co-authors
Keywords
data filtering
(2)
neural network compression
(1)
representation learning
(1)
contrastive learning
(1)
zero-shot learning
(1)
transfer learning
(1)
image restoration
(1)
multiclass classification
(1)
inverse problem
(1)
multimodal dataset
(1)
language model
(1)
image-text pair
(1)
clip model
(1)
data curation
(1)
zero-shot accuracy
(1)
network compression
(1)
tropical algebra
(1)
piecewise linear activation
(1)
newton polytope
(1)
dataset filtering
(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
DataComp: In search of the next generation of multimodal datasets
NIPS 2023
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes
ICLR 2022
Inverse Problems Leveraging Pre-trained Contrastive Representations
NIPS 2021
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
ICML 2020