Search Results for author: Jayoung Lee

Found 3 papers, 1 papers with code

SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles

no code implementations CVPR 2022 ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li

In this paper, we ask, and answer, the wide-ranging question across all MBODFs: How to expose the right set of execution branches and then how to schedule the optimal one at inference time?

object-detection Video Object Detection

ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles

1 code implementation21 Oct 2020 ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi

In this paper we introduce ApproxDet, an adaptive video object detection framework for mobile devices to meet accuracy-latency requirements in the face of changing content and resource contention scenarios.

Object object-detection +3

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