RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty
Estimations

RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations

9 September 2017

Tarek Abdelzaher

Papers citing "RDeepSense: Reliable Deep Mobile Computing Models with Uncertainty Estimations"

9 / 9 papers shown

Title
FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices M. Dantas I. R. R. Silva A. T. O. Filho Gibson B. N. Barbosa Daniel Bezerra D. Sadok J. Kelner M. Marquezini Ricardo F. D. Silva 17 1 0 26 May 2022
Can Differential Privacy Practically Protect Collaborative Deep Learning Inference for the Internet of Things? Jihyeon Ryu Yifeng Zheng Yansong Gao A. Abuadbba Junyaup Kim Dongho Won Surya Nepal Hyoungshick Kim Cong Wang 26 12 0 08 Apr 2021
Scheduling Real-time Deep Learning Services as Imprecise Computations Shuochao Yao Yifan Hao Yiran Zhao Huajie Shao Dongxin Liu Shengzhong Liu Tianshi Wang Jinyang Li Tarek Abdelzaher 20 35 0 02 Nov 2020
Deep Learning at the Edge Sahar Voghoei N. Tonekaboni Jason G. Wallace H. Arabnia 21 41 0 22 Oct 2019
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks Shuochao Yao Ailing Piao Wenjun Jiang Yiran Zhao Huajie Shao ... Tianshi Wang Shaohan Hu Lu Su Jiawei Han Tarek Abdelzaher AI4TS 38 78 0 21 Feb 2019
Calibrated Prediction Intervals for Neural Network Regressors Gil Keren N. Cummins Björn Schuller UQCV 30 31 0 26 Mar 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 278 5,695 0 05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 213 745 0 06 Jun 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 289 9,167 0 06 Jun 2015