Moonkyung Ryu
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
Conferences
ICLR (2)
CVPR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
text-to-image generation
(2)
sample efficiency
(1)
policy optimization
(1)
variational inference
(1)
policy gradient
(1)
expectation maximization
(1)
model-based reinforcement learning
(1)
reward function
(1)
reward learning
(1)
human feedback
(1)
diffusion model
(1)
reward model
(1)
human preference alignment
(1)
image quality
(1)
image fine-tuning
(1)
reinforcement learning
(1)
region-aware training
(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
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
NIPS 2023
A Mixture-of-Expert Approach to RL-based Dialogue Management
ICLR 2023
Variational Model-based Policy Optimization
IJCAI 2021
CAQL: Continuous Action Q-Learning
ICLR 2020