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Author:

Zare, Maryam

Title:

An Agent Learning Dialogue Policies for Sensing, Perceiving and Learning through Multi-modal Communication

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Artificial Intelligence
Natural Language Processing
Dialogue Systems
Learning through Communication

File:

Download MaryamZare_Dissertation_Penn_State_University.pdf

Committee Members:

Alan Wagner, Outside Unit & Field Member
Robert Collins, Major Field Member
Rebecca Passonneau, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair
Rui Zhang, Major Field Member

Author:

Farhat, Farshid

Title:

Comprehensive Photographic Composition Assistance through Meaningful Exemplars

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

image aesthetics
deep learning
image retrieval
recommender system

File:

Download Farshid_PSU_Thesis.pdf

Committee Members:

James Wang, Committee Member & Major Field Represnt
Robert Collins, Committee Member & Major Field Represnt
Wang-Chien Lee, Member Added & Major Field Represnt
Jia Li, Committee Member & Related Areas Repres
Jesse Barlow, Chair & Major Field Represnt
Zihan Zhou, Member Added & Related Areas Represent
Chitaranjan Das, Program Head/Chair

Author:

Asthana, Yashasvi

Title:

Self-Supervised Recurring Pattern Discovery From A Single View

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation

File:

Download Final_Thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

Author:

Bharadwaj, Skanda

Title:

Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

Graduate Program:

Computer Science and Engineering

Keywords:

motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter

File:

Download Skanda_Master_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Zhang, Hong

Title:

Feature Clustering For Recurring Pattern Detection

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

recurring pattern detection
hierarchical clustering method
vanishing point detection
deep feature clustering

File:

Download FinalThesis_HongZhang.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member