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Filtering by: Keyword Deep Learning Remove constraint Keyword: Deep Learning Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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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PhD Dissertations22
Masters Theses13
Major Qualifying Projects6
Interactive Qualifying Projects2

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Creator

Anand, Rohan1
Aung, Arkar Min1
Bai, Lin1
Bargman, Nathan1
Calle Ortiz, Eduardo R1
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Agu, Emmanuel O.2
Beck, Joseph E.1
Calli, Berk1
Capogna, Luca1
Citti, Giovanna1
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Agu, Emmanuel O.5
Albrecht, Dirk2
Beck, Joseph E.2
Bidigare, Patrick1
Brown, Donald R.2
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MIT Lincoln Laboratory-Lexington, Massachusetts Project Center - MQP1

Major

Computer Science2
Electrical & Computer Engineering3
Mathematical Sciences1
Robotics Engineering1

Unit (Department)

Bioinformatics & Computational Biology1
Biomedical Engineering3
Computer Science10
Data Science11
Electrical & Computer Engineering6
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Worcester Polytechnic Institute[remove]43

Subject

Computing5
Energy1
Environment1
Health1
Industry4
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UN SDG

3 - Good Health and Well-being1
8 - Decent Work and Economic Growth2
9 - Industry, Innovation and Infrastructure3
11 - Sustainable Cities and Communities1
13 - Climate Action1

Resource type

Dissertation22
Thesis13
Major Qualifying Project6
Interactive Qualifying Project2

License

https://creativecommons.org/licenses/by-nc/4.0/2
https://creativecommons.org/licenses/by/4.0/2

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