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Directions

 
AI is AI-Information Service

Current AI technology is based on various foundational technologies, including machine learning, data mining, and big data analysis, and is deployed in real life through applications such as information retrieval, recommender systems, natural language processing, computer vision, and robotics.

  • 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

  • DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation

    Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
    KNOWLEDGE-BASED SYSTEMS
    2021

  • I/O Efficient Structural Clustering and Maintenance of Clusters for Large-scale Graphs

    Junghyuk Seo, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    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

  • Multiview Variational Deep Learning With Application to Practical Indoor Localization

    Kim, Minseuk, Dongsoo Han, 이준구
    IEEE INTERNET OF THINGS JOURNAL
    2021

  • Unsupervised View-Selective Deep Learning for Practical Indoor Localization Using CSI

    Dongsoo Han, Kim, Minseuk, 이준구
    IEEE SENSORS JOURNAL
    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

  • 2020

  • Crowdsourcing in the Development of a Multilingual FrameNet: A Case Study of Korean FrameNet

    Young Gyun Hahm, Noh, Y, Han, Jiyoon, Oh, Taehwan, Choi, Hyonsu, Kim, Hansaem, Key-Sun CHOI
    12th Edition of its Language Resources and Evaluation Conference (LREC 2020)
    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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  • Evaluating Surprise Adequacy for Question Answering

    Seah Kim, Shin Yoo
    42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
    2020

  • Human Activity Recognition Using Semi-supervised Multi-modal DEC for Instagram Data

    Kim, Dongmin, Han, Sumin, Son, Heesuk, Dongman Lee
    24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
    2020

  • Online coverage and inspection planning for 3D modeling

    Soohwan Song, Daekyum Kim, Sungho Jo
    AUTONOMOUS ROBOTS
    2020

  • Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning

    Garcia-Hernando, Guillermo, Johns, Edward, Kim Tae Kyun
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    2020

  • Residual Neural Processes

    Lee, Byung-Jun, seunghoon.hong, Kee-Eung Kim
    34th AAAI Conference on Artificial Intelligence (AAAI 2020)
    2020

  • SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation

    Sungmin Kang, Feldt, Robert, Shin Yoo
    42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
    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

  • Single Image Reflection Removal With Physically-Based Training Images

    Soomin Kim, Yuchi Hou, Sung-Eui Yoon
    Conference on Computer Vision and Pattern Recognition (CVPR)
    2020

  • TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path

    Mincheul Kang, Heechan Shin, Donghyuk Kim, Sung-Eui Yoon
    2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
    2020

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  • Utilizing adjacency of colleagues and type correlations for enhanced link prediction

    Hyunji Jeong, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2020