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Search: "[ keyword: Deep Neural Network ]" (9)
    Cox Model Improvement Using Residual Blocks in Neural Networks: A Study on the Predictive Model of Cervical Cancer Mortality
    Nang Kyeong Lee, Joo Young Kim, Ji Soo Tak, Hyeong Rok Lee, Hyun Ji Jeon, Jee Myung Yang, Seung Won Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 6, pp. 260-268, Jun. 2024
    https://doi.org/10.3745/TKIPS.2024.13.6.260
    Keywords: Cervical cancer, Survival Prediction Model, Cox Proportional Hazards, Machine Learning, Deep Neural Networks, ResNet


    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


    Alleviation of Vanishing Gradient Problem Using Parametric Activation Functions
    Young Min Ko, Sun Woo Ko KIPS Transactions on Software and Data Engineering, Vol. 10, No. 10, pp. 407-420, Oct. 2021
    https://doi.org/10.3745/KTSDE.2021.10.10.407
    Keywords: deep neural network, Vanishing Gradient Problem, Parametric Activation Function, Backpropagation, Learning


    KG_VCR: A Visual Commonsense Reasoning Model Using Knowledge Graph
    JaeYun Lee, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 91-100, Mar. 2020
    https://doi.org/10.3745/KTSDE.2020.9.3.91
    Keywords: Visual Commonsense Reasoning, deep neural network, Graph Convolutional Network, Knowledge Graph Embedding


    LVLN: A Landmark-Based Deep Neural Network Model for Vision-and-Language Navigation
    Jisu Hwang, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 9, pp. 379-390, Sep. 2019
    https://doi.org/10.3745/KTSDE.2019.8.9.379
    Keywords: Vision-and-Language Navigation, deep neural network, Landmark, Attention, Progress Monitor


    Single Document Extractive Summarization Based on Deep Neural Networks Using Linguistic Analysis Features
    Gyoung Ho Lee, Kong Joo Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 8, pp. 343-348, Aug. 2019
    https://doi.org/10.3745/KTSDE.2019.8.8.343
    Keywords: Single Document Summarization, Extractive Summarization, Linguistic Analysis Features, Deep Neural Networks


    Deep Neural Network-Based Scene Graph Generation for 3D Simulated Indoor Environments
    Donghyeop Shin, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 5, pp. 205-212, May. 2019
    10.3745/KTSDE.2019.8.5.205  
    Keywords: Scene Graph, 3D Indoor Environment, deep neural network, AI2-THOR


    Design of a Deep Neural Network Model for Image Caption Generation
    Dongha Kim, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 4, pp. 203-210, Apr. 2017
    10.3745/KTSDE.2017.6.4.203
    Keywords: Image Caption Generation, Deep Neural Network Model, Model Transfer, Multi-Modal Recurrent Neural Network


    A Method of Activity Recognition in Small-Scale Activity Classification Problems via Optimization of Deep Neural Networks
    Seunghyun Kim, Yeon-Ho Kim, Do-Yeon Kim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 3, pp. 155-160, Mar. 2017
    10.3745/KTSDE.2017.6.3.155
    Keywords: Activity recognition, Deep Neural Network, Optimization


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