Kyowoon Lee
6 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
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Research topics
Reinforcement Learning
(4)
Methods · Reinforcement Learning
(4)
Deep Learning
(3)
Machine Learning
(3)
Applications
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Speech & Audio
(1)
Analysis
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods · Data Science & Analytics
(1)
Optimization & Theory
(1)
Keywords
diffusion model
(2)
time series analysis
(1)
deep reinforcement learning
(1)
reinforcement learning
(1)
offline reinforcement learning
(1)
online learning
(1)
robot navigation
(1)
bayesian inference
(1)
curriculum learning
(1)
gaussian process
(1)
mutual information
(1)
continuous control
(1)
model-based reinforcement learning
(1)
kernel regression
(1)
continuous action space
(1)
unsupervised skill discovery
(1)
game ai
(1)
goal-conditioned rl
(1)
low-rank subspace
(1)
trajectory planning
(1)
Papers
Counterfactual Activation Editing for Post-hoc Prosody and Mispronunciation Correction in TTS Models
Interspeech 2025
Local Manifold Approximation and Projection for Manifold-Aware Diffusion Planning
ICML 2025
Refining Diffusion Planner for Reliable Behavior Synthesis by Automatic Detection of Infeasible Plans
NeurIPS 2023
Variational Curriculum Reinforcement Learning for Unsupervised Discovery of Skills
ICML 2023
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes
IJCAI 2019
Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling
ICML 2018