Digital Library


Search: "[ author: Jong-Kook Kim ]" (4)
    Diffusion-based Audio-to-Visual Generation for High-Quality Bird Images
    Adel Toleubekova, Joo Yong Shim, XinYu Piao, Jong-Kook Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 135-142, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.135  
    Keywords: Audio-to-visual generation, Diffusion models, Image Generation, Audio features, Multi-modal generation


    ADaPT: An Automated Dataloader Parameter Tuning Framework using AVL Tree-based Search Algorithms
    MyungHoon Ryu, XinYu Piao, JooYoung Park, DoangJoo Synn, Jong-Kook Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 1-8, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.1  
    Keywords: Deep Learning, AVL-Tree Search Algorithm, data loader, Parameter Tuning


    Mitigating Mode Collapse using Multiple GANs Training System
    Joo Yong Shim, Jean Seong Bjorn Choe, Jong-Kook Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 497-504, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.497
    Keywords: generative models, generative adversarial networks, mode collapse, Peer-evaluation, Multi-Model Training


    A Deep Learning System for Emotional Cat Sound Classification and Generation
    Joo Yong Shim, SungKi Lim, Jong-Kook Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 492-496, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.492
    Keywords: Audio Classification, Audio Generation, Animal Emotion Recognition, SampleRNN, Deep Learning System