Kyungeun Lee
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(22)
Conferences
AAAI (3)
ICML (1)
NIPS (1)
Top co-authors
Keywords
data augmentation
(2)
benchmark evaluation
(1)
matrix factorization
(1)
information bottleneck
(1)
self-supervised learning
(1)
autonomous driving
(1)
point cloud
(1)
mutual information
(1)
mutual information estimation
(1)
occlusion handling
(1)
3d object detection
(1)
image processing
(1)
diffusion model
(1)
neural estimator
(1)
unstructured datum
(1)
image-text pair
(1)
out-of-distribution detection
(1)
tabular datum
(1)
ood detection
(1)
truncated svd
(1)
Papers
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data
AAAI 2025
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI 2025
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
NIPS 2024
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains
ICML 2024
Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion
AAAI 2023