Novelty Detection via Non-Adversarial Generative Network

    Chen Chengwei
    Chen Chengwei
    Yuan Wang
    Yuan Wang
    Tao Yiqing
    Tao Yiqing
    Song Haichuan
    Song Haichuan
    Cited by: 0|Bibtex|Views43|Links

    Abstract:

    One-class novelty detection is the process of determining if a query example differs from the training examples (the target class). Most of previous strategies attempt to learn the real characteristics of target sample by using generative adversarial networks (GANs) methods. However, the training process of GANs remains challenging, suf...More

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