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Start Over Committee Member Madhavan Swaminathan Keyword Computer Vision Keyword Deep Learning

1. Training-Robust Design of Deep Neural Networks for Imaging and Vision

restricted_to_institution
Restricted (Penn State Only)
Author:
Yazdani, Amirsaeed
Title:
Training-Robust Design of Deep Neural Networks for Imaging and Vision
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Computer Vision
Image Processing
Artificial Intelligence
Deep Learning
Neural Networks
Photoacoustic Target Localization
Image Relighting
Active Learning
Semantic Segmentation
File:
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Committee Members:
Madhavan Swaminathan, Program Head/Chair
Robert Collins, Major Field Member
William Higgins, Major Field Member
Houtan Jebelli, Outside Unit & Field Member
Vishal Monga, Chair & Dissertation Advisor

2. Constraint Driven Multimodal Edge Intelligence

open_access
Open Access
Author:
Khan, Md Fahim
Title:
Constraint Driven Multimodal Edge Intelligence
Graduate Program:
Electrical Engineering (PHD)
Keywords:
Quantization
Mixed Precision
Deep Learning
Online Learning
Quantization
Mixed Precision
Deep Learning
Computer Vision
Online Learning
ReRAM
Crossbar
Energy Harvesting
Power Predictor
Depth Completion
Generative Adversarial Networks
GAN
Image Compression
Sensor Sampling
Sparse Depth
Multimodal Sensing
Sensor Fusion
Sensor Failure
Robustness
File:
Download PSUThesis_Faysal.pdf
Committee Members:
Madhavan Swaminathan, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Mehrdad Mahdavi, Major Field Member
Hadi Hosseini, Outside Unit & Field Member
Siddharth Advani, Special Member