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Advancing Neural Network Optimization and Design Through the Lens of Continuation Methods and Iterative Dynamical Systems
Palavra-chave:
peft
,
homotopy
,
llm
,
continuation methods
,
deep learning
, and
iterative dynamical system
O Criador:
Pathak, Harsh
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-08-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Pressure Injury Stage Image Classification using Cross-Shaped Window Attention Vision Transformers
Palavra-chave:
vision transformer
,
fine-grained visual classification
,
pressure injuries
,
image classification
, and
deep learning
O Criador:
Perkins, Grant
Advisor:
Agu, Emmanuel O.
Editor:
Worcester Polytechnic Institute
Data Criada:
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
Palavra-chave:
Mask R-CNN
,
deep learning
,
defect detection
,
additive manufacturing
,
detectron2
, and
defect classification
O Criador:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-04-27
Resource Type:
Major Qualifying Project
Multi-modal Deep Learning
Palavra-chave:
multi-modal
and
deep learning
O Criador:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
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
Palavra-chave:
defect detection
,
additive manufacturing
,
classification
,
deep learning
, and
Mask R-CNN
O Criador:
Broderick, Collin
Advisor:
Neamtu, Rodica
and
Lados, Diana A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-03-02
Resource Type:
Major Qualifying Project
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Palavra-chave:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
O Criador:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
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
Palavra-chave:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
O Criador:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Classifying Neuron
Palavra-chave:
deep learning
,
artificial intelligence
,
machine learning
,
clustering
,
autoencoder
, and
signal processing
O Criador:
Reimert Burro, Erik
and
Cleaver-Stigum, Imogen
Advisor:
Smith, Therese Mary
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-04-06
Resource Type:
Major Qualifying Project
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series
Palavra-chave:
deep learning
and
time series
O Criador:
Perucic, Aleksa
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Machine Learning for Reliable Communication and Improved Tracking of Dynamical Systems
Palavra-chave:
interacting multiple model
,
kalman filter
,
gilbert-elliott
,
joint coding and modulation
,
maneuvering target tracking
, and
deep learning
O Criador:
Vedula, Kirty P.
Advisor:
Brown, Donald R.
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-11-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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O Criador
Bashir, Muzammil
1
Broderick, Collin
1
Cleaver-Stigum, Imogen
1
Cui, Hongzhu
1
Hou, Songlin
1
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O Criadors
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Agu, Emmanuel O.
2
Brown, Donald R.
1
Kong, Xiangnan
1
Korkin, Dmitry
1
Lados, Diana A.
2
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»
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Agu, Emmanuel O.
2
Brown, Donald R.
1
Gennert, Michael A.
1
Harrison, Lane T.
1
Kong, Xiangnan
3
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Major
Computer Science
3
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Computer Science
7
Data Science
3
Electrical & Computer Engineering
1
Editor
Worcester Polytechnic Institute
14
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Computing
2
Industry
2
Project-Based Learning
2
UN SDG
9 - Industry, Innovation and Infrastructure
2
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Thesis
7
Dissertation
4
Major Qualifying Project
3
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