Search Results for author: Bao Xin Chen

Found 6 papers, 1 papers with code

Elastic Bulk Synchronous Parallel Model for Distributed Deep Learning

no code implementations6 Jan 2020 Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu

To ameliorate this shortcoming of classic BSP, we propose ELASTICBSP a model that aims to relax its strict synchronization requirement.

Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning

no code implementations16 Aug 2019 Xing Zhao, Aijun An, Junfeng Liu, Bao Xin Chen

In this paper, we present a distributed paradigm on the parameter server framework called Dynamic Stale Synchronous Parallel (DSSP) which improves the state-of-the-art Stale Synchronous Parallel (SSP) paradigm by dynamically determining the staleness threshold at the run time.

Fast Visual Object Tracking with Rotated Bounding Boxes

1 code implementation8 Jul 2019 Bao Xin Chen, John K. Tsotsos

In this paper, we demonstrate a novel algorithm that uses ellipse fitting to estimate the bounding box rotation angle and size with the segmentation(mask) on the target for online and real-time visual object tracking.

Object Visual Object Tracking

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