Ryuichiro Hataya
5 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Taxonomy Completionist
(10)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
image classification
(2)
policy optimization
(1)
hyperparameter optimization
(1)
data augmentation
(1)
gradient descent
(1)
nystrom method
(1)
implicit differentiation
(1)
neumann series
(1)
nyström method
(1)
bilevel optimization
(1)
generative model
(1)
synthetic data
(1)
downstream performance
(1)
dataset contamination
(1)
self attention
(1)
hessian-vector product
(1)
entropy collapse
(1)
rank collapse
(1)
woodbury matrix identity
(1)
eigenspectrum
(1)
Papers
Self-attention Networks Localize When QK-eigenspectrum Concentrates
ICML 2024
Nyström Method for Accurate and Scalable Implicit Differentiation
AISTATS 2023
Will Large-scale Generative Models Corrupt Future Datasets?
ICCV 2023
Meta Approach to Data Augmentation Optimization
WACV 2022
Faster AutoAugment: Learning Augmentation Strategies Using Backpropagation
ECCV 2020