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Search: "[ keyword: Transformer ]" (12)
    SViT: A Novel Multimodal Learning Approach for Ship Distance Estimation via Time-Series Data Visualization
    Sun Choi, Jeongmin Choi, Hyunbae Chang, Jhonghyun An The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 203-213, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.203
    Keywords: Underwater Ship Estimation, multivariate time series forecasting, Multimodal, Vision Transformer (ViT)


    A Study on Automatic Metrics for Korean Text Abstractive Summarization
    Sehwi Yoon, Youhyun Shin The Transactions of the Korea Information Processing Society, Vol. 13, No. 12, pp. 691-699, Dec. 2024
    https://doi.org/10.3745/TKIPS.2024.13.12.691  
    Keywords: Natural Language Processing, abstractive summarization, Automatic Metric, Transformer, Large Language Model


    Potential of LUT-based PIM for DNNs
    Junguk Hong, Jinho Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 590-596, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.590
    Keywords: Processing-In-Memory, Lookup Table, Transformer-based Generative Model, Recommendation System


    Syllable-Level Lightweight Korean POS Tagger using Transformer Encoder
    Suyoung Min, Youngjoong Ko The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 553-558, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.553
    Keywords: Transformer encoder, Morphological Analysis, Part of Speech Tagging, Sequential-Labeling


    Software Defect Prediction Based on SAINT
    Sriman Mohapatra, Eunjeong Ju, Jeonghwa Lee, Duksan Ryu The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 236-242, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.236
    Keywords: Transformer, SAINT, Software Defect Prediction


    Lip and Voice Synchronization Using Visual Attention
    Dongryun Yoon, Hyeonjoong Cho The Transactions of the Korea Information Processing Society, Vol. 13, No. 4, pp. 166-173, Apr. 2024
    https://doi.org/10.3745/TKIPS.2024.13.4.166
    Keywords: 입술-음성 동기화, 시각적 어텐션, 트랜스포머


    Three-Dimensional Convolutional Vision Transformer for Sign Language Translation
    Horyeor Seong, Hyeonjoong Cho The Transactions of the Korea Information Processing Society, Vol. 13, No. 3, pp. 140-147, Mar. 2024
    https://doi.org/10.3745/TKIPS.2024.13.3.130
    Keywords: Sign Language Translation, Transformer, Convolutional Transformer


    Analyzing Korean Math Word Problem Data Classification Difficulty Level Using the KoEPT Model
    Rhim Sangkyu, Ki Kyung Seo, Kim Bugeun, Gweon Gahgene KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 315-324, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.315
    Keywords: Math Word Problems, Generation Model, Transformer, Pointer Network, Classification Difficulty


    Korean Morphological Analysis Method Based on BERT-Fused Transformer Model
    Changjae Lee, Dongyul Ra KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 169-178, Apr. 2022
    https://doi.org/10.3745/KTSDE.2022.11.4.169  
    Keywords: Natural Language Processing, Morphological Analysis, Transfer Learning, Transformer, BERT-fused Model


    Style-Based Transformer for Time Series Forecasting
    Dong-Keon Kim, Kwangsu Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 579-586, Dec. 2021
    https://doi.org/10.3745/KTSDE.2021.10.12.579
    Keywords: Time Series Forecasting, Transformer, Generative Decoder, Style Transfer


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