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1. Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications

open_access
Open Access
Author:
Fox, Maxine Rebecca
Title:
Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications
Graduate Program:
Electrical Engineering
Keywords:
wavelet scattering networks
quantization
machine learning
backpropagation
convolutional neural networks
File:
Download MaxineFox_MS-Thesis.pdf
Committee Members:
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Committee Member
Dr. Raghu G. Raj, Special Signatory
Kultegin Aydin, Program Head/Chair

2. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks

restricted_to_institution
Restricted (Penn State Only)
Author:
Pham, Viet
Title:
An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks
File:
Login to Download
Committee Members:
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member