Digital Library
Search: "[ keyword: Transformer ]" (15)
Performance Analysis of Personality Recognition on a Korean-Based Personality Recognition Dataset
Xu Qiu, Mira Lee, Jeehyeong Kim, Bongjae Kim The Transactions of the Korea Information Processing Society,
Vol. 14, No. 8, pp. 643-649,
Aug.
2025
https://doi.org/10.3745/TKIPS.2025.14.8.643
Keywords: Artificial intelligence, OCEAN, Personality Recognition, Transformer
https://doi.org/10.3745/TKIPS.2025.14.8.643
Keywords: Artificial intelligence, OCEAN, Personality Recognition, Transformer
Transformer Based Korean Emotion Recognition Model through Multi-domain Fusion
Jinhwan Yang, Hyuksoon Choi, Nammee Moon, Jinah Kim The Transactions of the Korea Information Processing Society,
Vol. 14, No. 6, pp. 459-467,
Jun.
2025
https://doi.org/10.3745/TKIPS.2025.14.6.459
Keywords: Emotion Recognition, Domain Fusion, Transformer encoder, Information Compression, Audio Classification
https://doi.org/10.3745/TKIPS.2025.14.6.459
Keywords: Emotion Recognition, Domain Fusion, Transformer encoder, Information Compression, Audio Classification
Ppormer: A PPR-based Diffusion Transformer for Effective Node Representation Learning on Weighted Graphs
Park Siyeon, Lee Ki Yong The Transactions of the Korea Information Processing Society,
Vol. 14, No. 5, pp. 372-378,
May.
2025
https://doi.org/10.3745/TKIPS.2025.14.5.372
Keywords: Graph Neural Networks, Weighted Graphs, Node Representation, Diffusion Transformer, Attention Mechanism
https://doi.org/10.3745/TKIPS.2025.14.5.372
Keywords: Graph Neural Networks, Weighted Graphs, Node Representation, Diffusion Transformer, Attention Mechanism
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)
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
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
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
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
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
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
https://doi.org/10.3745/TKIPS.2024.13.3.130
Keywords: Sign Language Translation, Transformer, Convolutional Transformer
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KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
