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2207.10741
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Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision
21 July 2022
Caleb Tung
Abhinav Goel
Xiao Hu
Nick Eliopoulos
Emmanuel S. Amobi
George K. Thiruvathukal
Vipin Chaudhary
Yu Lu
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Papers citing
"Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision"
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Title
An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions
Caleb Tung
Nick Eliopoulos
Purvish Jajal
Gowri Ramshankar
Chen-Yun Yang
Nicholas Synovic
Xuecen Zhang
Vipin Chaudhary
George K. Thiruvathukal
Yu Lu
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11 Oct 2023
1