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    Article

    Predicting vehicle collisions using data collected from video games

    Training a deep learning model for identifying dangerous vehicles requires a large amount of labeled accident data. However, it is difficult to collect a sufficient amount of accident data in the real world. T...

    Hoon Kim, Kangwook Lee, Gyeongjo Hwang, Changho Suh in Machine Vision and Applications (2021)

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    Chapter and Conference Paper

    Reprogramming GANs via Input Noise Design

    The goal of neural reprogramming is to alter the functionality of a fixed neural network just by preprocessing the input. In this work, we show that Generative Adversarial Networks (GANs) can be reprogrammed b...

    Kangwook Lee, Changho Suh in Machine Learning and Knowledge Discovery i… (2021)