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Search: "[ author: 김인철 ]" (43)
    Multi-Object Goal Visual Navigation Based on Multimodal Context Fusion
    Jeong Hyun Choi, In Cheol Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 9, pp. 407-418, Sep. 2023
    https://doi.org/10.3745/KTSDE.2023.12.9.407
    Keywords: Multi-Object Goal Visual Navigation, Deep Reinforcement Learning, Multimodal Context Fusion, Global Mapping


    Context-Dependent Video Data Augmentation for Human Instance Segmentation
    HyunJin Chun, JongHun Lee, InCheol Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 217-228, May. 2023
    https://doi.org/10.3745/KTSDE.2023.12.5.217  
    Keywords: Drama Video, Human Instance Segmentation, Class Imbalance, Video Data Augmentation, Spatio-temporal Context


    Predicting Unseen Object Pose with an Adaptive Depth Estimator
    Sungho Song, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 12, pp. 509-516, Dec. 2022
    https://doi.org/10.3745/KTSDE.2022.11.12.509
    Keywords: 3D Vision, Unknown Object, 6D Pose Prediction, depth estimation, deep neural network


    Automatic Document Classification Using Multiple Classifier Systems
    In Cheol Kim The KIPS Transactions:PartB , Vol. 11, No. 5, pp. 545-554, Aug. 2004
    10.3745/KIPSTB.2004.11.5.545


    Effective Utilization of Domain Knowledge for Relational Reinforcement Learning
    MinKyo Kang, InCheol Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 141-148, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.141
    Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability


    Graph Reasoning and Context Fusion for Multi-Task, Multi-Hop Question Answering
    Sangui Lee, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 8, pp. 319-330, Aug. 2021
    https://doi.org/10.3745/KTSDE.2021.10.8.319  
    Keywords: Open Domain Question Answering, Multi-hop Reasoning, Multi-task Question, Hierarchical Graph, Graph Neural Network


    C-COMA: A Continual Reinforcement Learning Model for Dynamic Multiagent Environments
    Kyueyeol Jung, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 4, pp. 143-152, Apr. 2021
    https://doi.org/10.3745/KTSDE.2021.10.4.143  
    Keywords: Multiagent Reinforcement Learning, Dynamic Environment, Continual Learning, Starcraft II


    Architecture and Path-Finding Behavior of An Intelligent Agent Deploying within 3D Virtual Environment
    In Cheol Kim , Jae Ho Lee The KIPS Transactions:PartB , Vol. 10, No. 1, pp. 1-12, Feb. 2003
    10.3745/KIPSTB.2003.10.1.1


    Bayesian Network-Based Analysis on Clinical Data of Infertility Patients
    Yong Gyu Jung , In Cheol Kim The KIPS Transactions:PartB , Vol. 9, No. 5, pp. 625-634, Oct. 2002
    10.3745/KIPSTB.2002.9.5.625


    Design and Implementation of Robot Soccer Agent Based on Reinforcement Learning
    In Cheol Kim The KIPS Transactions:PartB , Vol. 9, No. 2, pp. 139-146, Apr. 2002
    10.3745/KIPSTB.2002.9.2.139


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