Kyungeun Lee
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
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 data
(1)
image-text pair
(1)
out-of-distribution detection
(1)
tabular data
(1)
ood detection
(1)
pretext task
(1)
Papers
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
AAAI 2025
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data
AAAI 2025
A Benchmark Suite for Evaluating Neural Mutual Information Estimators on Unstructured Datasets
NeurIPS 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