Soon Hyung Pyo

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Accelerating Object Detection by Erasing Background Activations Feb 05, 2020 Byungseok Roh, Han-Cheol Cho, Myung-Ho Ju, Soon Hyung Pyo Recent advances in deep learning have enabled complex real-world use cases comprised of multiple vision tasks and detection tasks are being shifted to the edge side as a pre-processing step of the entire workload. However, since running a deep model on resource-constraint devices is challenging, the design of an efficient network is demanded.