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deep learning
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Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems
Keyword:
peft
,
homotopy
,
llm
,
continuation methods
,
deep learning
, and
iterative dynamical system
Creator:
Pathak, Harsh
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
Keyword:
vision transformer
,
fine-grained visual classification
,
pressure injuries
,
image classification
, and
deep learning
Creator:
Perkins, Grant
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-10-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques
Keyword:
Mask R-CNN
,
deep learning
,
defect detection
,
additive manufacturing
,
detectron2
, and
defect classification
Creator:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Major Qualifying Project
Multi-modal Deep Learning
Keyword:
multi-modal
and
deep learning
Creator:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Automatizing Inspection and Defect Detection for Metal Additive Manufacturing Using Deep Learning Techniques
Keyword:
defect detection
,
additive manufacturing
,
classification
,
deep learning
, and
Mask R-CNN
Creator:
Broderick, Collin
Advisor:
Neamtu, Rodica
and
Lados, Diana A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-02
Resource Type:
Major Qualifying Project
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Classifying Neuron
Keyword:
deep learning
,
artificial intelligence
,
machine learning
,
clustering
,
autoencoder
, and
signal processing
Creator:
Reimert Burro, Erik
and
Cleaver-Stigum, Imogen
Advisor:
Smith, Therese Mary
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-06
Resource Type:
Major Qualifying Project
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series
Keyword:
deep learning
and
time series
Creator:
Perucic, Aleksa
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems
Keyword:
interacting multiple model
,
kalman filter
,
gilbert-elliott
,
joint coding and modulation
,
maneuvering target tracking
, and
deep learning
Creator:
Vedula, Kirty P.
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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1
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Agu, Emmanuel O.
2
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1
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Computer Science
3
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7
Data Science
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1
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Worcester Polytechnic Institute
14
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Computing
2
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Project-Based Learning
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UN SDG
9 - Industry, Innovation and Infrastructure
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7
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https://creativecommons.org/licenses/by/4.0/
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