Moonkyung Ryu
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Reinforcement Learning
(3)
Methods
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Techniques
(1)
Keywords
reinforcement learning
(4)
text-to-image generation
(2)
policy optimization
(1)
variational inference
(1)
policy gradient
(1)
expectation maximization
(1)
continuous control
(1)
model-based reinforcement learning
(1)
mixed integer programming
(1)
reward function
(1)
bellman residual
(1)
reward learning
(1)
human feedback
(1)
generative model
(1)
diffusion model
(1)
language model
(1)
reward model
(1)
mixture of expert
(1)
human preference alignment
(1)
multimodal language model
(1)
Papers
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
CVPR 2025
Preference Adaptive and Sequential Text-to-Image Generation
ICML 2025
A Mixture-of-Expert Approach to RL-based Dialogue Management
ICLR 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
NeurIPS 2023
Variational Model-based Policy Optimization
IJCAI 2021
CAQL: Continuous Action Q-Learning
ICLR 2020