Kee-Eung Kim

1. Learning Finite-State Controllers for Partially Observable Environments
   2013/01/23 by Nicolas Meuleau, Leonid Peshkin, Meuleau, Nicolas +5 · 11 citations
   Computer Science · #Reinforcement Learning in Robotics #Optimization and Search Problems #Machine Learning and Algorithms
2. Solving POMDPs by Searching the Space of Finite Policies
   2013/01/23 by Nicolas Meuleau, Meuleau, Nicolas, Kee-Eung Kim +5 · 6 citations
   Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Optimization and Search Problems
3. LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation
   2022/02/28 by Geon-Hyeong Kim, Kim, Geon-Hyeong, Jongmin Lee +7 · 5 citations
   Computer Science · Decision Sciences · #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning #Advanced Bandit Algorithms Research
4. Stitching Sub-Trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL
   2024/02/11 by Sungyoon Kim, Kim, Sungyoon, Yunseon Choi +5 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Robotic Path Planning Algorithms #Software Testing and Debugging Techniques
5. Information-Theoretic Bounded Rationality
   2015/12/21 by Pedro A. Ortega, Daniel A. Braun, Ortega, Pedro A. +7 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Decision-Making and Behavioral Economics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
   2022/10/24 by Haanvid Lee, Lee, Haanvid, Jong Min Lee +11 · 2 citations
   Computer Science · Mathematics · Medicine · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Gastroesophageal reflux and treatments #Machine Learning (cs.LG) #Machine Learning in Healthcare
7. Variational Interaction Information Maximization for Cross-domain Disentanglement
   2020/12/08 by HyeongJoo Hwang, Geon-Hyeong Kim, Hwang, HyeongJoo +5 · 1 citation
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
8. PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
   2022/06/12 by Sanghoon Myung, Myung, Sanghoon, In Huh +13 · 1 citation
   Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM
9. Adapting Text-based Dialogue State Tracker for Spoken Dialogues
   2023/08/29 by Jaeseok Yoon, Seunghyun Hwang, Yoon, Jaeseok +7 · 1 citation
   Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
10. Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
    2024/05/29 by Haanvid Lee, Tri Wahyu Guntara, Lee, Haanvid +7 · 1 citation
    Computer Science · #Software Reliability and Analysis Research
11. SyncVSR: Data-Efficient Visual Speech Recognition with End-to-End Crossmodal Audio Token Synchronization
    2024/06/18 by Young Jin Ahn, Ahn, Young Jin, Jung‐Woo Park +7 · 1 citation
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
12. Zero-Shot Multi-Hop Question Answering via Monte-Carlo Tree Search with Large Language Models
    2024/09/28 by Seongmin Lee, Lee, Seongmin, Jaewook Shin +9 · 1 citation
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Natural Language Processing Techniques