Carlos Riquelme Ruiz
7 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Mega-Team · Squad
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Application Areas
(3)
Core AI
(3)
Techniques
(3)
Natural Language Processing
(2)
Architectures
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
model scaling
(4)
vision transformer
(3)
parameter efficiency
(3)
few-shot learning
(2)
image captioning
(2)
visual question answering
(2)
multimodal learning
(1)
model adaptation
(1)
visual recognition
(1)
scaling law
(1)
mixture of expert
(1)
vision-language model
(1)
sparse training
(1)
dense checkpoint
(1)
inference cost
(1)
multilingual model
(1)
multilingual vision-language model
(1)
vision task
(1)
large language model
(1)
weight sparsity
(1)
Papers
From Sparse to Soft Mixtures of Experts
ICLR 2024
On Scaling Up a Multilingual Vision and Language Model
CVPR 2024
Scaling Laws for Sparsely-Connected Foundation Models
ICLR 2024
PaLI: A Jointly-Scaled Multilingual Language-Image Model
ICLR 2023
Scaling Vision Transformers to 22 Billion Parameters
ICML 2023
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
ICLR 2023
Scalable Transfer Learning with Expert Models
ICLR 2021