Yoo Changdong Lab
Yoo Changdong Lab
KAIST · Electrical Engineering
Professor
Prof. 유창동
Professor's page · publicationsAbout
KAIST 전기및전자공학부 유창동(Chang D. Yoo) 교수의 인공지능·머신러닝 연구실(Artificial Intelligence & Machine Learning Lab, AIM; 구 Statistical Learning for Signal Processing, SLSP)이다. 딥러닝·머신러닝을 기반으로 음성인식·음성향상, 비디오 질의응답, 멀티미디어 신호처리, 공정성·인과·메타학습·강화학습을 연구한다. 유 교수는 MIT에서 박사학위를 받았다.
Research keywords
Recent papers
- Progress-Guided Preference Generation for Aligning Generative Control PoliciesNewPreprintarXiv (Cornell University) · Oct 19
- Compositional Average Velocity Modeling for Efficient Diffusion Offline Reinforcement LearningNewPreprintarXiv (Cornell University) · Oct 10
- Locomotion-Grounded Humanoid Soccer: Task-Gated Reinforcement Learning of a Multi-Directional Kicking LibraryNewPreprintarXiv (Cornell University) · Sep 30
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Speak, Decipher and Sign: Toward Unsupervised Speech-to-Sign Language RecognitionACL (Findings) · 2023
- A Theory of Unsupervised Speech RecognitionACL · 2023
- Information-Theoretic Text Hallucination Reduction for Video-grounded DialogueEMNLP · 2022
- Semantic Association Network for Video Corpus Moment RetrievalICASSP · 2022
- Counterfactually Fair Automatic Speech RecognitionIEEE/ACM Transactions on Audio, Speech and Language Processing · 2021
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Reinforcement Learning in Robotics
Statistical Inference Lab
KAIST · Graduate School of AI
Eliciting Weak-to-Strong Generalization with On-Policy Reverse DistillationPreprintarXiv (Cornell University) · Sep 8Heye Huang
KAIST · Cho Chun Shik Graduate School of Mobility
MemTransfer: Benchmarking Memory Beyond Matched Experience in Embodied Decision-MakingPreprintarXiv (Cornell University) · Sep 26Machine Learning Theory Lab
KAIST · Graduate School of AI
Q-Learning with Scalar Adjoint MatchingPreprintarXiv (Cornell University) · Oct 7
Other labs in this department
- Kim Dongjoon LabRecruiting
Dongjun Kim
Computer architecture, interconnection networks, mobile systems, hardware security
- Kim Moonchul LabRecruiting
Munchurl Kim
Video coding, pattern recognition, visual communications
- Kim Minjun LabRecruiting
Min Jun Kim
Physical robot interaction, collaborative robots, aerial manipulation
- Kim Seongmin LabRecruiting
Song Min Kim
Wireless systems and networks, mobile computing, IoT
- Kim Yonghoon LabRecruiting
Yong-Hoon Kim
Atomic-scale device simulations, high-performance/machine-learning scientific computing
- Kim Junmo LabRecruiting
Junmo Kim
Statistical signal processing, image processing, computer vision, information theory