6.5k citations · 13.7k across the 24 of their papers we have counts for
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cs.CV2018★ 15 cited
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video
Huizi Mao, Taeyoung Kong, William J. Dally
Detecting objects in a video is a compute-intensive task. In this paper we propose CaTDet, a system to speedup object detection by leveraging the temporal correlation in video. CaT…
cs.CV2018★ 47 cited
Efficient Sparse-Winograd Convolutional Neural Networks
Xingyu Liu, Jeff Pool, Song Han +1
Convolutional Neural Networks (CNNs) are computationally intensive, which limits their application on mobile devices. Their energy is dominated by the number of multiplies needed t…