Taeyoung Park
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(10)
π
Grand Slam
β
The Questioner
Venues
Top co-authors
Research topics
Keywords
time series
(2)
contrastive learning
(2)
representation learning
(2)
self-supervised learning
(1)
data augmentation
(1)
diffusion model
(1)
masked autoencoder
(1)
patch embedding
(1)
missing data
(1)
noise schedule
(1)
time series model
(1)
affine transformation
(1)
self-supervised representation learning
(1)
channel normalization
(1)
neural network
(1)
tabular data imputation
(1)
proportional masking
(1)
masked time series modeling
(1)
adaptive cn
(1)
channel identifiability
(1)
Papers
Channel Normalization for Time Series Channel Identification
ICML 2025
To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation
AAAI 2025
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
NeurIPS 2024
Learning to Embed Time Series Patches Independently
ICLR 2024
Soft Contrastive Learning for Time Series
ICLR 2024