Myunsoo Kim
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(2)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
stochastic gradient
(1)
contrastive learning
(1)
preference learning
(1)
direct preference optimization
(1)
response generation
(1)
neural network optimization
(1)
diffusion model
(1)
cross-modal alignment
(1)
vision-language pre-training
(1)
gradient variance
(1)
training acceleration
(1)
negative sampling
(1)
false negative
(1)
skill extraction
(1)
diffusion model training
(1)
timestep sampling
(1)
rejected response
(1)
bounded optimization
(1)
agent experience data
(1)
decision point identification
(1)
Papers
FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment
CVPR 2026
Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training
CVPR 2025
NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations
ICML 2025
Rethinking DPO: The Role of Rejected Responses in Preference Misalignment
EMNLP 2025