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Filtering by: Advisor Zhang, Ziming Remove constraint Advisor: Zhang, Ziming Contributor Zhang, Ziming Remove constraint Contributor: Zhang, Ziming

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Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

Creator:

Yin, Biao

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Evaluation of Machine Learning Methods on Large-Scale Spatio-temporal Data for Photovoltaic Power Prediction

Keyword:

Neural networks, Spatio-temporal regression, Photovoltaic generation forecasting, and Deep learning

Creator:

Sauter, Evan

Advisor:

Zhang, Ziming

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-02-03

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?

Keyword:

Domain Adaptation and Transfer Learning

Creator:

Josselyn, Nicholas

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2022-10-10

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Complex Sequential Modeling

Keyword:

recurrent neural network, human behavior learning, and sequential modeling

Creator:

Wu, Guojun

Advisor:

Li, Yanhua and Zhang, Ziming

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-11-29

Resource Type:

Dissertation

Degree:

PhD
2D Representation Learning of 3D Point Clouds in Segmentation and Localization for Autonomous Driving

Keyword:

Localization, Representation Learning, Segmentation, Autonomous Driving, and LiDAR

Creator:

Lyu, Yecheng

Advisor:

Zhang, Ziming and Huang, Xinming

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-12-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Electrical & Computer Engineering
Logic Design of Point Cloud Based Convolutional Neural Network Accelerators

Keyword:

Hardware Accelerator, Point Cloud, and Logic Design

Creator:

Zhang, Xiao

Advisor:

Zhang, Ziming

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-05

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Electrical & Computer Engineering

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PhD Dissertations3
Masters Theses3

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Creator

Josselyn, Nicholas1
Lyu, Yecheng1
Sauter, Evan1
Wu, Guojun1
Yin, Biao1
more Creators »

Advisor

Huang, Xinming1
Li, Yanhua1
Rundensteiner, Elke A.2
Zhang, Ziming[remove]6

Contributor

Huang, Xinming2
Jensen, Robert1
Li, Yanhua2
Mangoubi, Oren Rami1
Neamtu, Rodica1
more Contributors »

Unit (Department)

Data Science2
Electrical & Computer Engineering3

Publisher

Worcester Polytechnic Institute6

Resource type

Dissertation3
Thesis3

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