1. Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications Open Access Author: Fox, Maxine Rebecca Title: Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications Graduate Program: Electrical Engineering Keywords: wavelet scattering networksquantizationmachine learningbackpropagationconvolutional neural networks File: Download MaxineFox_MS-Thesis.pdf Committee Members: Ram Mohan Narayanan, Thesis Advisor/Co-AdvisorTimothy Joseph Kane, Committee MemberDr. Raghu G. Raj, Special SignatoryKultegin Aydin, Program Head/Chair
2. An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks 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 classificationimage classificationcomputer visionmachine learninginsect taxonomyconvolutional neural networks File: Login to Download Committee Members: Chitaranjan Das, Program Head/ChairVijaykrishnan Narayanan, Thesis Advisor/Co-AdvisorJohn Morgan Sampson, Committee Member