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Deep Learning
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Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Keyword:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creator:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
RAPIDS: Rapid AI Platform for Innovating Data Science
Keyword:
High Performance Computing
,
Data Science
,
Generative AI
,
Deep Learning
,
Big Data
, and
Machine Learning
Creator:
Talley, Caleb
,
Patel, Jai
, and
Ussrey, Natasha
Advisor:
Liu, Xiaozhong
and
Heineman, George T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-25
Resource Type:
Major Qualifying Project
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Keyword:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
Creator:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Learning Debiased Representations for Long-Tailed Visual Recognition
Keyword:
Imbalanced Learning
,
Machine Learning
, and
Deep Learning
Creator:
Lam, Prudence
Advisor:
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-05-06
Resource Type:
Major Qualifying Project
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Keyword:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Creator:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Deep Learning for Reflected Backwards Stochastic Differential Equations
Keyword:
Mathematical Finance
,
Stochastic Differential Equation
, and
Deep Learning
Creator:
Miller, Frederick
Advisor:
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-23
Resource Type:
Major Qualifying Project
MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Keyword:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
Creator:
Ogden, Samuel
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Keyword:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
Creator:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
Keyword:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
Creator:
Wu, Shaoju
Advisor:
Ji, Songbai
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Modeling Approaches to Understanding Bumblebee Behavior and Population Decline
Keyword:
Simulation
,
Pollinator Decline
,
Bumblebees
,
Memory
,
Deep Learning
, and
Agent-based model
Creator:
Heath, Kevin
Advisor:
Ryder, Elizabeth F.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Bioinformatics & Computational Biology
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5
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2
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MIT Lincoln Laboratory-Lexington, Massachusetts Project Center - MQP
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Computer Science
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https://creativecommons.org/licenses/by-nc/4.0/
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https://creativecommons.org/licenses/by/4.0/
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