Publications by Author: Chin, Ting-Wu

2018

T. - W. Chin, C. - L. Yu, M. Halpern, H. Genc, S. - L. Tsao, and V. J. Reddi, “Domain-Specific Approximation for Object Detection,” IEEE Micro, vol. 38, no. 1, pp. 31–40, 2018. Publisher's Version Abstract

In summary,

our contributions are as follows: • We investigate DSA and characterize the effectiveness of category-awareness. • We conduct a limit study to understand the benefit of applying approximation in a perframe manner with category-awareness (category-aware dynamic DSA). • We present the challenges of harnessing DSA and a proof-of-concept runtime.

Paper

2017

H. Genc, Y. Zu, T. - W. Chin, M. Halpern, and V. J. Reddi, “Flying IoT: Toward Low-Power Vision in the Sky,” IEEE Micro, vol. 37, no. 6, pp. 40–51, 2017. Publisher's Version

Paper

Publications by Author: Chin, Ting-Wu

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