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Resultados da Busca
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Palavra-chave:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
O Criador:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Palavra-chave:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
O Criador:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Palavra-chave:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
O Criador:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
MiseEnPlace : Fine- and Coarse-grained Approaches for Mobile-Oriented Deep Learning Inference
Palavra-chave:
Mobile Deep Inference
,
Deep Learning
, and
Cloud Computing
O Criador:
Ogden, Samuel
Advisor:
Guo, Tian
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-09-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals
Palavra-chave:
Signal Processing
,
Activation Function
,
Electromagnetics
,
Neural Networks
,
Deep Learning
, and
Polynomial Activation
O Criador:
Witz, Evan
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-08-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Applications of Deep Learning in Brain Injury Biomechanics and Spine Image Registration
Palavra-chave:
Spine Image Registration
,
Image-guided Surgery
,
Concussion
,
Deep Learning
, and
Brain Injury
O Criador:
Wu, Shaoju
Advisor:
Ji, Songbai
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-08-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Modeling Approaches to Understanding Bumblebee Behavior and Population Decline
Palavra-chave:
Simulation
,
Pollinator Decline
,
Bumblebees
,
Memory
,
Deep Learning
, and
Agent-based model
O Criador:
Heath, Kevin
Advisor:
Ryder, Elizabeth F.
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Bioinformatics & Computational Biology
Robust Deep Learning Algorithms for System Identification
Palavra-chave:
Ordinary Differential Equations
,
Deep Learning
,
Neural Network
,
Generalization Gap
,
System Identification
, and
Neural Network Regularization
O Criador:
Negrini, Elisa
Advisor:
Capogna, Luca
and
Citti, Giovanna
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Prediction and Observation Timing in Time Series Classification
Palavra-chave:
Time Series
and
Deep Learning
O Criador:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Redesigning Deep Neural Networks for Resource-Efficient Inference
Palavra-chave:
Deep Learning
,
Neural Network
,
Efficient Inference
, and
Mobile Inference
O Criador:
Dai, Xin
Advisor:
Guo, Tian
and
Kong, Xiangnan
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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PhD Dissertations
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O Criador
Bai, Lin
1
Dai, Xin
1
Erickson, John A.
1
Gerych, Walter
1
Ghazi, Kianoosh
1
mais
O Criadors
»
Advisor
Agu, Emmanuel O.
1
Beck, Joseph E.
1
Capogna, Luca
1
Citti, Giovanna
1
Eisenbarth, Thomas
1
mais
Advisors
»
Contributor
Agu, Emmanuel O.
3
Albrecht, Dirk
2
Beck, Joseph E.
2
Bidigare, Patrick
1
Brown, Donald R.
2
mais
Contributors
»
Unit (Department)
Bioinformatics & Computational Biology
1
Biomedical Engineering
2
Computer Science
5
Data Science
7
Electrical & Computer Engineering
4
mais
Unit (Department)s
»
Editor
Worcester Polytechnic Institute
22
Tipo de recurso
Dissertation
22
License
https://creativecommons.org/licenses/by/4.0/
2
https://creativecommons.org/licenses/by-nc/4.0/
1
