Shin’ya Yamaguchi
4 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
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Keywords
semi-supervised learning
(1)
coreset selection
(1)
data augmentation
(1)
adversarial training
(1)
model merging
(1)
alternating optimization
(1)
generative model
(1)
diffusion model
(1)
data efficiency
(1)
data distribution
(1)
weight interpolation
(1)
cross-entropy loss
(1)
feature extractor
(1)
discriminative model
(1)
dataset condensation
(1)
synthetic dataset
(1)
synthetic sample
(1)
one-vs-the-rest loss
(1)
logit margin
(1)
generative foundation model
(1)
Papers
Analyzing Diffusion Models on Synthesizing Training Datasets
ACML 2024
Toward Data Efficient Model Merging between Different Datasets without Performance Degradation
ACML 2024
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples
ACML 2023
One-vs-the-Rest Loss to Focus on Important Samples in Adversarial Training
ICML 2023