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MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference

Stichwort:

Mobile Deep Inference, Deep Learning, and Cloud Computing

Schöpfer:

Ogden, Samuel

Advisor:

Guo, Tian

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-09-12

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Redesigning Deep Neural Networks for Resource-Efficient Inference

Stichwort:

Deep Learning, Neural Network, Efficient Inference, and Mobile Inference

Schöpfer:

Dai, Xin

Advisor:

Guo, Tian and Kong, Xiangnan

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-01-26

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Rethink Lighting Estimation for 3D Vision-enabled Mobile Augmented Reality

Stichwort:

Augmented Reality, Lighting Estimation, and Mobile System

Schöpfer:

Zhao, Yiqin

Advisor:

Guo, Tian

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2021-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Protecting Model Confidentiality for Machine Learning as a Service

Stichwort:

Machine Learning, Security, Model Extraction, and Trusted Execution Environment

Schöpfer:

Truong, Jean-Baptiste

Advisor:

Walls, Robert Joseph and Guo, Tian

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2021-05-04

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science