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Scheduling Real-time Deep Learning Services as Imprecise Computations

Scheduling Real-time Deep Learning Services as Imprecise Computations

2 November 2020
Shuochao Yao
Yifan Hao
Yiran Zhao
Huajie Shao
Dongxin Liu
Shengzhong Liu
Tianshi Wang
Jinyang Li
Tarek Abdelzaher
ArXivPDFHTML

Papers citing "Scheduling Real-time Deep Learning Services as Imprecise Computations"

3 / 3 papers shown
Title
Anytime-Lidar: Deadline-aware 3D Object Detection
Anytime-Lidar: Deadline-aware 3D Object Detection
Ahmet Soyyigit
Shuochao Yao
H. Yun
3DPC
16
9
0
25 Aug 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
278
5,695
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
289
9,167
0
06 Jun 2015
1