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Kong, Xiangnan
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Sparse Learning in Brain Networks and Brain-like Artificial Intelligence
Keyword:
sparse modeling
,
spatio-temporal data
,
graphical lasso
,
spike train
,
spiking neural network
, and
gaussian mixture model
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
,
Efficient Inference
,
Neural Network
, and
Mobile Inference
Creator:
Dai, Xin
Advisor:
Kong, Xiangnan
and
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Competitive Opinion Maximization in Social Networks
Keyword:
Opinion Maximization
and
Influence 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:
Deep Learning
,
Generation
,
Conditional
,
GAN
,
Machine Leaning
, and
Cycle
Creator:
Moore, Alexander M.
Advisor:
Kong, Xiangnan
and
Paffenroth, Randy Clinton
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:
Minimax
,
Neural Networks
,
Machine Learning
,
Reinforcement Learning
,
Monte-Carlo Tree Search
, and
Supervised Learning
Creator:
Graham, Thomas
and
Aranda Ramirez, Esteban
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:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Piano-Playing Robotic Arm
Creator:
Maloney, Thomas
and
Topper, Anthony James
Advisor:
Kong, Xiangnan
and
Barton, Scott D
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-29
Resource Type:
Major Qualifying Project
Design of a Smart Piano-Playing Robotic Arm
Creator:
Maloney, Thomas
and
Topper, Anthony James
Advisor:
Kong, Xiangnan
and
Barton, Scott D
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-29
Resource Type:
Major Qualifying Project
Deep Learning on Graph-structured Data
Keyword:
functional brain network analysis
,
deep learning
,
graphs
,
network representation learning
, and
graph attention
Creator:
Lee, John Boaz T
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-11-11
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
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