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1. Resource-efficient Deep Learning: Democratizing AI at Scale

open_access
Open Access
Author:
Xu, Dongkuan
Title:
Resource-efficient Deep Learning: Democratizing AI at Scale
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
Deep Learning
Democratization
Efficient
Artificial Intelligence
Model Compression
Graph Neural Network
Acceleration
File:
Download PhD_dessertation_Dongkuan_Xu_Resource_efficient_Deep_Learning_FinalVersion.pdf
Committee Members:
Dongwon Lee, Major Field Member
Xiang Zhang, Chair & Dissertation Advisor
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Major Field Member

2. Multi-Geometry Atmospheric Correction and Target Spectra Retrieval from Hyperspectral Images via Deep Learning

open_access
Open Access
Author:
Xu, Fangcao
Title:
Multi-Geometry Atmospheric Correction and Target Spectra Retrieval from Hyperspectral Images via Deep Learning
Graduate Program:
Geography (PHD)
Keywords:
hyperspectral image
Longwave Infrared
Visible and Near Infrared
Atmospheric Correctioin
Target Detection
Deep Learning
Convolutional Neural Network
File:
Download Dissertation_FangcaoXu.pdf
Committee Members:
Douglas Miller, Major Field Member
Guido Cervone, Chair, Minor Member & Dissertation Advisor
Andrew Carleton, Major Field Member
Christelle Wauthier, Outside Unit & Field Member
Brian King, Program Head/Chair