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Start Over Committee Member C Lee Giles Committee Member Mary Beth Rosson Committee Member Sharon Huang

1. Geometry Inspired Deep Neural Networks for 3D reconstruction

open_access
Open Access
Author:
Yang, Fengting
Title:
Geometry Inspired Deep Neural Networks for 3D reconstruction
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
3D reconstruction
Geometry
Deep Neural Networks
File:
Download Fengting_dessertation_final.pdf
Committee Members:
Lingzhou Xue, Outside Unit & Field Member
C Lee Giles, Major Field Member
Mary Beth Rosson, Program Head/Chair
Sharon Huang, Chair & Dissertation Advisor
Zihan Zhou, Major Field Member

2. Theoretically deriving computational limits of Artificial Neural Networks with bounded precision and time

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Restricted (Penn State Only)
Author:
Mali, Ankur Arjun
Title:
Theoretically deriving computational limits of Artificial Neural Networks with bounded precision and time
Graduate Program:
Information Sciences and Technology (PHD)
Keywords:
Turing machine
automata theory
deep neural networks
formal language
recurrent neural network
artificial neural networks
theoretical limits
grammatical inference
state machines
memory augmented neural networks
language modelling
File:
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Committee Members:
C Lee Giles, Chair & Dissertation Advisor
Alexander Ororbia, Special Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair
Sharon Huang, Major Field Member