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Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Palabra clave:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creador:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Learning Debiased Representations for Long-Tailed Visual Recognition
Palabra clave:
Imbalanced Learning
,
Machine Learning
, and
Deep Learning
Creador:
Lam, Prudence
Advisor:
Zhang, Ziming
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-05-06
Resource Type:
Major Qualifying Project
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Palabra clave:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Creador:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Deep Learning for Reflected Backwards Stochastic Differential Equations
Palabra clave:
Mathematical Finance
,
Stochastic Differential Equation
, and
Deep Learning
Creador:
Miller, Frederick
Advisor:
Sturm, Stephan
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2023-03-23
Resource Type:
Major Qualifying Project
MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Palabra clave:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
Creador:
Ogden, Samuel
Advisor:
Guo, Tian
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Palabra clave:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creador:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
Palabra clave:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
Creador:
Wu, Shaoju
Advisor:
Ji, Songbai
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Modeling Approaches to Understanding Bumblebee Behavior and Population Decline
Palabra clave:
Simulation
,
Pollinator Decline
,
Bumblebees
,
Memory
,
Deep Learning
, and
Agent-based model
Creador:
Heath, Kevin
Advisor:
Ryder, Elizabeth F.
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Bioinformatics & Computational Biology
Developing Robotic Solutions for the Recycling Industry V.3
Palabra clave:
Object Detection
,
Waste Sorting
,
Environmental Robotics
,
Human Robot Interaction
,
Deep Learning
, and
Recycling
Creador:
Wach, Lauren
,
Bargman, Nathan
,
Tulig, Conrad
,
Fichtner, Kaitlyn
,
Ruping, Garett
, and
Marquette, Mary
Advisor:
Rudolph, Jennifer
,
Calli, Berk
, and
Wodin-Schwartz, Sarah Jane
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-27
Resource Type:
Major Qualifying Project
Evaluating Energy Efficiency of GPUs using Machine Learning Benchmarks
Palabra clave:
GPU
,
Energy Efficient
,
Machine Learning
,
Transformer
, and
Deep Learning
Creador:
Foster, Brett
Advisor:
Taneja, Shubbhi
Editor:
Worcester Polytechnic Institute
Fecha de Creacion:
2022-04-28
Resource Type:
Major Qualifying Project
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PhD Dissertations
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Anand, Rohan
1
Aung, Arkar Min
1
Bai, Lin
1
Bargman, Nathan
1
Burdulis, Vincenza
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Agu, Emmanuel O.
2
Bardeli, Rolf
1
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1
Calli, Berk
1
Capogna, Luca
1
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Contributor
Agu, Emmanuel O.
5
Albrecht, Dirk
2
Bardeli, Rolf
1
Beck, Joseph E.
2
Bidigare, Patrick
1
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MIT Lincoln Laboratory-Lexington, Massachusetts Project Center - MQP
1
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Bioinformatics & Computational Biology
1
Computer Science
5
Electrical & Computer Engineering
4
Mathematical Sciences
1
Robotics Engineering
1
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Bioinformatics & Computational Biology
1
Biomedical Engineering
3
Computer Science
11
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14
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6
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Worcester Polytechnic Institute
51
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5
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1
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1
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2
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4
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UN SDG
3 - Good Health and Well-being
2
8 - Decent Work and Economic Growth
2
9 - Industry, Innovation and Infrastructure
4
11 - Sustainable Cities and Communities
1
13 - Climate Action
1
Not Specified
1
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Dissertation
23
Thesis
17
Major Qualifying Project
9
Interactive Qualifying Project
2
License
https://creativecommons.org/licenses/by/4.0/
3
https://creativecommons.org/licenses/by-nc/4.0/
2