Jinsung Jeon
5 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 · Bronze
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Taxonomy Completionist
(17)
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Trend Setter
Venues
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(3)
Architectures
(3)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
neural ordinary differential equation
(2)
generative adversarial network
(2)
data augmentation
(1)
time series classification
(1)
time series forecasting
(1)
fourier transform
(1)
image recognition
(1)
frequency domain
(1)
tabular data synthesis
(1)
residual network
(1)
neural operator
(1)
irregular time series
(1)
fourier neural operator
(1)
controlled differential equation
(1)
feature vector
(1)
time derivative
(1)
low-quality image
(1)
autoencoder model
(1)
time series synthesis
(1)
resolution generalization
(1)
Papers
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
AAAI 2024
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
ICLR 2024
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
NeurIPS 2022
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations
ICLR 2022
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis
NeurIPS 2021