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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:
Data Science
Design of Adjustable Rehabilitative-Assisted Mechanism for Rodents Suffering from Spinal Cord Injury
Keyword:
Rehabilitiave-Assisted Mechanism
,
Spinal Cord Injury
, and
Neuroscience
Creator:
Tang, Zhengrong
,
Yan, Haojun
,
Dai, Yanbo
, and
Jia, Xianhan
Advisor:
Liu, Yuxiang
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-03-24
Resource Type:
Major Qualifying Project
Frequent Pattern Mining Analytics
Creator:
Lin, Xika
Advisor:
Kong, Xiangnan
,
Rundensteiner, Elke A.
, and
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Sparse Learning in Brain Networks and Brain-like Artificial Intelligence
Keyword:
sparse modeling
,
spiking neural network
,
gaussian mixture model
,
spatio-temporal data
,
graphical lasso
, and
spike train
Creator:
Yin, Hang
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
Redesigning Deep Neural Networks for Resource-Efficient Inference
Keyword:
Deep Learning
,
Neural Network
,
Efficient Inference
, and
Mobile Inference
Creator:
Dai, Xin
Advisor:
Guo, Tian
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Competitive Opinion Maximization in Social Networks
Keyword:
Influence maximization
and
Opinion Maximization
Creator:
Luo, Jianjun
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-12
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Cycles Improve Conditional Generators
Keyword:
GAN
,
Conditional
,
Deep Learning
,
Generation
,
Cycle
, and
Machine Leaning
Creator:
Moore, Alexander M.
Advisor:
Paffenroth, Randy Clinton
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
A Multi-stage Anti-blur Network for Unsupervised Deformable Image Registration
Creator:
Su, Yao
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit:
Data Science
Deep Reinforcement Learning for GO AI
Keyword:
Reinforcement Learning
,
Monte-Carlo Tree Search
,
Machine Learning
,
Supervised Learning
,
Minimax
, and
Neural Networks
Creator:
Aranda Ramirez, Esteban
and
Graham, Thomas
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Major Qualifying Project
Attention-based Deep Learning Models for Text Classification and their Interpretability
Creator:
Sen, Cansu
Advisor:
Rundensteiner, Elke A.
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
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