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  • Search Result: 3results Search Strategy： "Department of Computer Science and Information Engineering".edept (Phrase) and ekeyword.raw="Continual Learning"


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    1
    Episodic Memory Based Continual Learning without Catastrophic Forgetting for Environmental Sound Classification
    • Department of Electronic and Computer Engineering /109/ Master
    • Author: Said Karam   Advisor: Shanq-Jang Ruan
    • Convolutional neural network suffers from catastrophic forgetting during continual learning. This i…
    • Clicks: 251  Downloads: 0 
    • Full text public date 2025/09/29 (Intranet public)
    • Full text public date 2026/09/29 (Internet public)
    • Full text public date 2026/09/29 (National library)

    2
    A Continual Learning Strategy for One-Stage Object Detection Frameworks in Autonomous Driving Systems
    • Department of Electronic and Computer Engineering /109/ Master
    • Author: Jeng-Lun Shieh   Advisor: Shanq-Jang Ruan
    • Object detection is an important aspect of autonomous driving systems (ADS), which may comprise a m…
    • Clicks: 457  Downloads: 0 
    • Full text public date 2025/12/23 (Intranet public)
    • Full text public date 2025/12/23 (Internet public)
    • Full text public date 2025/12/23 (National library)

    3
    Continual Learning via Variational Autoencoder
    • Department of Computer Science and Information Engineering /109/ Master
    • Author: Chien-Yu Tsao   Advisor: Hsing-Kuo Pao
    • The purpose of developing continual learning is to solve catastrophic forgetting. We use structure …
    • Clicks: 704  Downloads: 0 
    • Full text public date 2024/09/02 (Intranet public)
    • Full text public date 2031/09/02 (Internet public)
    • Full text public date 2031/09/02 (National library)
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