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AI is Interactive Computing 인공지능과 인터랙티브컴퓨팅

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.

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  • 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

  • 2018

  • Use of Deep Learning for Characterization of Microfluidic Soft Sensors

    Han, Seunghyun, Kim, Taekyoung, Dooyoung Kim, Park, Yong-Lae, Sungho Jo
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2018

  • 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

    []

  • Cannibalism in medical topic networks

    Chae, Suhyun, Segev, Aviv, Lee Uichin
    KNOWLEDGE-BASED SYSTEMS
    2016

  • 2015

  • Spherical Hashing: Binary Code Embedding with Hyperspheres

    JaePil Heo, Lee, Youngwoon, He, Junfeng, Chang, Shih-Fu, Sung-Eui Yoon
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
    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., JaePil 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

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