Directions
인간 중심의 AI 연구는 매우 중요한 분야로 떠오르고 있다. 사용자가 AI 시스템과 어떻게 상호작용하는지, 사람이 데이터 등 기계학습과 인공지능 시스템 개발에 어떻게 기여할 수 있는지, AI가 인간과 사회에 어떤 영향을 미칠 수 있는지를 연구한다.
2020
-
Simultaneous planning of sampling and optimization: study on lazy evaluation and configuration free space approximation for optimal motion planning algorithm
Donghyuk Kim, Sung-Eui Yoon
AUTONOMOUS ROBOTS
2020 2019
-
Bayesian Weight Decay on Bounded Approximation for Deep Convolutional Neural Networks
Jung Guk Park, Sungho Jo
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2019[]
-
Bayesian Weight Decay on Bounded Approximation for Learning Deep Convolutional Neural Networks
Jung Guk Park, Sungho Jo
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2019[]
-
Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
Heo, Jae-Pil, Lin, Zhe, Sung-Eui Yoon
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2019[]
-
Multimodal anomaly detection for assistive robots
Park Daehyung, Kim, Hokeun, Kemp, Charles C.
AUTONOMOUS ROBOTS
2019 2017
-
A System to Analyze Group Socializing Behaviors in Social Parties
Hyukjae Jang, Choe, Sungwon P., Gunkel, Simon N. B., Kang, Seungwoo, Junehwa Song
IEEE Transactions on Human-Machine Systems
2017[]
-
An incremental nonparametric Bayesian clustering-based traversable region detection method
Honggu Lee, Kwak, Kiho, Sungho Jo
AUTONOMOUS ROBOTS
2017[] []
-
Hierarchical Dirichlet scaling process
Kim, Dongwoo, Alice Oh
Machine Learning
2017[] []
2016
-
Approximate Bayesian MLP Regularization for Regression in the Presence of Noise
Jung Guk Park, Sungho Jo
NEURAL NETWORKS
2016[] []
2015
-
Spherical Hashing: Binary Code Embedding with Hyperspheres
JaePil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
2015[] []
2014
-
Quadra-embedding: Binary code embedding with low quantization error
Lee, Youngwoon, JaePil Heo, Sung-Eui Yoon
COMPUTER VISION AND IMAGE UNDERSTANDING
2014[]
2013
-
Disputant Relation-Based Classification for Contrasting Opposing Views of Contentious News Issues
Park, Souneil, Kim, Jungil, Lee, Kyung Soon, Junehwa Song
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
2013[] []
2012
-
A Computational Framework for Media Bias Mitigation
Park, Souneil, Kang, Seungwoo, Chung, Sangyoung, Junehwa Song
ACM Transactions on Interactive Intelligent Systems
2012[]
-
Probabilistic cost model for nearest neighbor search in image retrieval
Kun Ho Kim, Hasan, Mohammad K., Jae Pil Heo, 유윙타이, Sung-Eui Yoon
COMPUTER VISION AND IMAGE UNDERSTANDING
2012[] []
2009
-
BMQ-Processor: A High-Performance Border Crossing Event Detection Framework for Large-scale Monitoring Applications
Junehwa Song
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
2009 2006
-
A Comparison of Different Machine Transliteration Models
Oh, Jong-Hoon, Key-Sun CHOI, Isahara, Hitoshi
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
2006[]
