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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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  • 2022

  • Domain Transformation for PMMA-Inserted Vertebral Body Segmentation

    Minyoung Park, Jinah Park
    Journal of Computing Science and Engineering
    2022

  • GraphDistNet: A Graph-Based Collision-Distance Estimator for Gradient-Based Trajectory Optimization

    김예승, Jinwoo Kim, Park Daehyung
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

  • Maximization and Restoration: Action Segmentation through Dilation Passing and Temporal Reconstruction

    Junyong Park, Daekyum Kim, Sejoon Huh, Sungho Jo
    PATTERN RECOGNITION
    2022

  • Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach

    Ji Ho Kwak, Jaejun Lee, Whang Joyce Jiyoung, Sungho Jo
    IEEE ROBOTICS AND AUTOMATION LETTERS
    2022

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  • Separation-free bacterial identification in arbitrary media via deep neural network-based SERS analysis

    Eojin Rho, Kim, Minjoon, Cho, Seunghee, Choi Bongjae, Park, Hyungjoon, Jang, Hanhwo, Jung, Yeon Sik, Sungho Jo
    BIOSENSORS & BIOELECTRONICS
    2022

  • VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템

    박원정, 정유진, 박순찬, 박진아
    정보과학회논문지
    2022

  • 삼차원 표면 강화 모듈과 학습 가능한 전처리 기법을 통한 엔드 투 엔드 척추체 CT 이미지 분할 네트워크

    강인하, 조지훈, 박진아
    정보과학회 컴퓨팅의 실제 논문지
    2022

  • 2021

  • A survey on deep learning-based Monte Carlo denoising

    Huo, Yuchi, Sung-Eui Yoon
    COMPUTATIONAL VISUAL MEDIA
    2021

  • Combined center dispersion loss function for deep facial expression recognition

    ABHILASHA NANDA, Woobin Im, Key-Sun CHOI, Hyun S. Yang
    PATTERN RECOGNITION LETTERS
    2021

  • Deep Regression Network-Assisted Efficient Streamline Generation Method

    Joong Youn Lee, Jinah Park
    IEEE ACCESS
    2021

  • Finding epic moments in live content through deep learning on collective decisions

    HyeonHo Song, Park, Kunwoo, Meeyoung Cha
    EPJ DATA SCIENCE
    2021

  • Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction

    Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
    2021

  • Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network

    Yoon, Seunghyun, Park, Kunwoo, Lee, Minwoo, Kim, Taegyun, Meeyoung Cha, Jung, Kyomin
    IEEE ACCESS
    2021

  • Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction

    Cho, In-Young, Huo, Yuchi, Sung-Eui Yoon
    ACM TRANSACTIONS ON GRAPHICS
    2021

  • 자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법

    Lim, Joowon, 박진아
    정보과학회논문지
    2021

  • 2020

  • Active robot-assisted feeding with a general-purpose mobile manipulator: Design, evaluation, and lessons learned

    Park Daehyung, Hoshi, Yuuna, Mahajan, Harshal P., Kim, Ho Keun, Erickson, Zackory, Rogers, Wendy A., Kemp, Charles C.
    ROBOTICS AND AUTONOMOUS SYSTEMS
    2020

  • Data augmentation method for improving the accuracy of human pose estimation with cropped images

    Soonchan Park, Lee, Sang-baek, Jinah Park
    PATTERN RECOGNITION LETTERS
    2020

  • Deep Physiological Affect Network for the Recognition of Human Emotions

    BYUNG HYUNG KIM, Sungho Jo
    IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
    2020

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  • FourEyes: Leveraging Tool Diversity as a Means to Improve Aggregate Accuracy in Crowdsourcing

    Song, Jean Y., Fok, Raymond, Juho Kim, Lasecki, Walter S.
    ACM TRANSACTIONS ON INTERACTIVE INTELLIGENT SYSTEMS
    2020

  • Online coverage and inspection planning for 3D modeling

    Soohwan Song, Daekyum Kim, Sungho Jo
    AUTONOMOUS ROBOTS
    2020

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