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    1

    Recognition of Chinese Medical Speech: Construction of Speech Corpus and an End-to-End Solution by Joint CTC-Attention Model
    • Department of Electrical Engineering /108/ Master
    • Author: Hsin-Yi Chiu Advisor: Sheng-Luen Chung
    • Medical professionals spend a significant portion of energy and time keeping patients records for d…
    • Clicks: 298Downloads: 0
    • Full text public date 2025/08/20 (Intranet public)
    • Full text public date 2025/08/20 (Internet public)
    • Full text public date 2025/08/20 (National library)

    2

    Meaningful Data Augmentation under Unbalanced Data in End-to-end Learning for Autonomous Driving

    3

    Leveraging the noisy student model and AEDA for improving the prediction accuracy of NLP tasks

    4

    Automated Puzzle Recognition Based on Deep Learning Techniques
    • Department of Mechanical Engineering /111/ Master
    • Author: Shu-Han Chang Advisor: Alan C. Lin
    • Assembling a complete jigsaw puzzle requires a significant investment of time and effort. In light …
    • Clicks: 490Downloads: 4
    • Full text public date This full text is not authorized to be published. (Internet public)

    5

    Measurement of One-Dimensional Periodic Feature Size Based on Limited Image Dataset

    6

    Development of Data Augmentation Model for Optical Critical Dimension Measurement
    • Graduate Institute of Automation and Control /112/ Master
    • Author: Da-Cheng Mo Advisor: Hung-Fei Kuo
    • The continuous advancement in semiconductor process technology has led to the miniaturization of co…
    • Clicks: 163Downloads: 0
    • Full text public date 2026/07/18 (Intranet public)
    • Full text public date 2026/07/18 (Internet public)
    • Full text public date 2026/07/18 (National library)

    7

    Enhancing Contrastive Learning in Sequence Classification via Data Augmentation
    • Department of Computer Science and Information Engineering /112/ Master
    • Author: Chieh-Yao Tang Advisor: Hsing-Kuo Pao
    • In the past, traditional supervised learning heavily relied on labeled data, limiting its applicati…
    • Clicks: 406Downloads: 0
    • Full text public date 2026/02/06 (Intranet public)
    • Full text public date This full text is not authorized to be published. (Internet public)
    • Full text public date 2026/02/06 (National library)

    8

    Deep Learning of Defect Inspection of Nickel-plated Metal Surfaces Using a Small Quantity of Training Samples
    • Department of Mechanical Engineering /109/ Master
    • Author: Cheng-Wei Wang Advisor: Ching-An Lin
    • The technology of deep learning in artificial intelligence has been gradually applied to the inspec…
    • Clicks: 446Downloads: 0
    • Full text public date 2026/07/29 (Intranet public)
    • Full text public date 2026/07/29 (Internet public)
    • Full text public date 2026/07/29 (National library)

    9

    A Cruising Holographic Image Method Using Deep Learning GS Algorithm with Data Coordinate Augmentation
    • Graduate Institute of Color and Illumination Technology /111/ Master
    • Author: Tzu-Han Pan Advisor: Chien-Yu Chen
    • The holographic augmented reality-head-up display (AR-HUD) has advantages such as reducing system v…
    • Clicks: 817Downloads: 0
    • Full text public date 2033/08/18 (Intranet public)
    • Full text public date 2073/08/18 (Internet public)
    • Full text public date 2073/08/18 (National library)

    10

    Improving IoT Network Anomaly Detection Using Self-Attention CGAN with a Designated Sequence Predictor