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2 Result(s)

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    Chapter and Conference Paper

    Teacher and Student Joint Learning for Compact Facial Landmark Detection Network

    Compact neural networks with limited memory and computation are demanding in recently popularized mobile applications. The reduction of network parameters is an important priority. In this paper, we address a ...

    Hong Joo Lee, Wissam J. Baddar, Hak Gu Kim, Seong Tae Kim… in MultiMedia Modeling (2018)

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    Chapter and Conference Paper

    Convolution with Logarithmic Filter Groups for Efficient Shallow CNN

    In convolutional neural networks (CNNs), the filter grou** in convolution layers is known to be useful to reduce the network parameter size. In this paper, we propose a new logarithmic filter grou** which ...

    Tae Kwan Lee, Wissam J. Baddar, Seong Tae Kim, Yong Man Ro in MultiMedia Modeling (2018)