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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
generative adversarial networks
biblio
High-resolution Three-dimensional Microwave Imaging Using a Generative Adversarial Network
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
deep learning
deep-learning-inspired approach
electromagnetic imaging
electromagnetic inverse problem
GANMI
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
high-resolution 3D microwave imaging
Image quality
Image resolution
inverse problem
Inverse Problems
learning (artificial intelligence)
Metrics
microwave imaging
Microwave theory and techniques
neural nets
pubcrawl
resilience
Resiliency
Scalability
stereo image processing
Three-dimensional displays
three-dimensional microwave imaging
Training
biblio
Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
5G
5G mobile communication
call data records
CDRs
data analysis
deep learning
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
interconnected deep artificial neural networks
learning (artificial intelligence)
machine learning
Metrics
ML
neural nets
pubcrawl
realistic synthetic data
resilience
Resiliency
Scalability
self organizing 5G networks
Service requirements
SON
SON algorithm
Synthetic Data
biblio
Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
2D square spectrum
abundant spectral information
classification accuracy
Classification algorithms
fake folded spectrum
feature extraction
feature matching strategy
folded spectrum
FS-GAN
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
Hyperspectral classification
hyperspectral image classification
Hyperspectral imaging
image classification
labeled dataset
learning (artificial intelligence)
Metrics
neural nets
nonadjacent spectral bands
original spectral vector
pubcrawl
resilience
Resiliency
Scalability
semi-supervised learning
Semisupervised learning
Shape
spectral texture
spectral-based classification methods
biblio
Research on Extending Person Re-identification Datasets Based on Generative Adversarial Network
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
Cameras
deep learning
deep training
feature extraction
Generative Adversarial Learning
Generative Adversarial Nets
generative adversarial network
generative adversarial networks
Generators
Image color analysis
label smoothing regularization for outliers with weight algorithm
learning (artificial intelligence)
Metrics
neural nets
object detection
pedestrians
pedestrians image
Person Re-ID
Person re-identification
person re-identification datasets
pubcrawl
resilience
Resiliency
Scalability
surveillance camera network
Training
Training data
biblio
SAR Image Super-Resolution Based on Noise-Free Generative Adversarial Network
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
adversarial objective function
deep generative adversarial network
deep learning
DGAN
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
image denoising
Image reconstruction
Image resolution
learning (artificial intelligence)
Metrics
neural nets
noise free generative adversarial network
pseudo high-resolution SAR images
pubcrawl
radar computing
radar imaging
Radar polarimetry
radar resolution
realistic HR images
resilience
Resiliency
SAR image superresolution
Scalability
Super-resolution
synthetic aperture radar
synthetic aperture radar images
Training
biblio
Learning Spectral and Spatial Features Based on Generative Adversarial Network for Hyperspectral Image Super-Resolution
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
adversarial loss
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
geophysical image processing
HSIs spatial SR
HSIs super-resolution
HSRGAN
hyperspectral image super-resolution
hyperspectral imagery
Hyperspectral images
Hyperspectral imaging
image enhancement
Image resolution
image texture
learning (artificial intelligence)
loss function
Metrics
original HSIs
pixel-wise loss
pubcrawl
remote sensing
remote sensing applications
residual network
resilience
Resiliency
Scalability
spatial blocks
spatial features
Spatial resolution
spectral features
Super-resolution
super-resolved results
biblio
Semi-Supervised Change Detection Based on Graphs with Generative Adversarial Networks
Submitted by
grigby1
on Fri, 06/12/2020 - 12:21pm
binary change map
Change detection
Gallium nitride
GANs
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
geophysical image processing
geophysical signal processing
graph model
high resolution remote
image classification
labeled nodes
learning (artificial intelligence)
Metrics
multitemporal remote sensing change detection problem
pubcrawl
remote sensing
resilience
Resiliency
Scalability
semi-supervised learning
semisupervised change detection
Semisupervised learning
semisupervised remote sensing change detection method
Task Analysis
Training
unlabeled nodes
biblio
Colorless Video Rendering System via Generative Adversarial Networks
Submitted by
grigby1
on Fri, 06/12/2020 - 12:21pm
aesthetics
ART
automatic rendering
black- film era
coloring movie frames
coloring old movies
colorless video rendering system
computer images
convolutional neural networks
current digital age
deep learning
digital photography
Gallium nitride
Generative Adversarial Learning
generative adversarial networks
generative adversarial networks models
generative adversarial networks principle
Generators
human culture
Image color analysis
image coloring
image colour analysis
image re-coloring
image style
learning (artificial intelligence)
machine learning
manual stage
Metrics
Motion pictures
neural nets
Neural networks
old documentary movies
patience
post-processing software
pubcrawl
rendering (computer graphics)
resilience
Resiliency
Scalability
self-attention GAN
traditional hand-painting techniques
Training
white film era
biblio
A Visual Similarity Recommendation System using Generative Adversarial Networks
Submitted by
grigby1
on Fri, 06/12/2020 - 12:21pm
content-based recommendation system
content-based retrieval
Convolutional codes
deep learning
deep learning network
e-commerce platform
feature extraction
Footwear
Generative Adversarial Learning
generative adversarial network based image retrieval system
generative adversarial networks
Generators
image retrieval
image similarity
learning (artificial intelligence)
Metrics
neural nets
product image
pubcrawl
query item
recommendation system strategy
recommender systems
resilience
Resiliency
Scalability
Training
visual similarity recommendation system
visualization
biblio
Conditional Generative Adversarial Network on Semi-supervised Learning Task
Submitted by
grigby1
on Fri, 06/12/2020 - 12:21pm
abundant unlabeled data
conditional
conditional GAN model
conditional generative adversarial network
Data models
deep neural networks
Gallium nitride
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
image classification
Mathematical model
Metrics
MNIST dataset
neural nets
pubcrawl
resilience
Resiliency
Scalability
semi-supervised
Semisupervised learning
semisupervised learning method
supervised learning
Tensile stress
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