Generative Adversarial Learning

biblio

High-resolution Three-dimensional Microwave Imaging Using a Generative Adversarial Network

Submitted by grigby1 on Fri, 06/12/2020 - 12:22pm

learning (artificial intelligence)
Training
three-dimensional microwave imaging
Three-dimensional displays
stereo image processing
Scalability
Resiliency
resilience
pubcrawl
neural nets
Microwave theory and techniques
microwave imaging
Metrics
deep learning
Inverse Problems
inverse problem
Image resolution
Image quality
high-resolution 3D microwave imaging
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
GANMI
electromagnetic inverse problem
electromagnetic imaging
deep-learning-inspired approach

biblio

Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks

Submitted by grigby1 on Fri, 06/12/2020 - 12:22pm

Metrics
Synthetic Data
SON algorithm
SON
Service requirements
self organizing 5G networks
Scalability
Resiliency
resilience
realistic synthetic data
pubcrawl
neural nets
ML
5G
machine learning
learning (artificial intelligence)
interconnected deep artificial neural networks
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
deep learning
data analysis
CDRs
call data records
5G mobile communication

biblio

Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification

Submitted by grigby1 on Fri, 06/12/2020 - 12:22pm

image classification
spectral-based classification methods
spectral texture
Shape
Semisupervised learning
semi-supervised learning
Scalability
Resiliency
resilience
pubcrawl
original spectral vector
nonadjacent spectral bands
neural nets
Metrics
learning (artificial intelligence)
labeled dataset
2D square spectrum
Hyperspectral imaging
hyperspectral image classification
Hyperspectral classification
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
FS-GAN
folded spectrum
feature matching strategy
feature extraction
fake folded spectrum
Classification algorithms
classification accuracy
abundant spectral information

biblio

Research on Extending Person Re-identification Datasets Based on Generative Adversarial Network

Submitted by grigby1 on Fri, 06/12/2020 - 12:22pm

neural nets
Training data
Training
surveillance camera network
Scalability
Resiliency
resilience
pubcrawl
person re-identification datasets
Person re-identification
Person Re-ID
pedestrians image
pedestrians
object detection
Cameras
Metrics
learning (artificial intelligence)
label smoothing regularization for outliers with weight algorithm
Image color analysis
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Nets
Generative Adversarial Learning
feature extraction
deep training
deep learning

biblio

SAR Image Super-Resolution Based on Noise-Free Generative Adversarial Network

Submitted by grigby1 on Fri, 06/12/2020 - 12:22pm

pseudo high-resolution SAR images
Training
synthetic aperture radar images
synthetic aperture radar
Super-resolution
Scalability
SAR image superresolution
Resiliency
resilience
realistic HR images
radar resolution
Radar polarimetry
radar imaging
radar computing
pubcrawl
adversarial objective function
noise free generative adversarial network
neural nets
Metrics
learning (artificial intelligence)
Image resolution
Image reconstruction
image denoising
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
DGAN
deep learning
deep generative adversarial network

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

Resiliency
Metrics
original HSIs
pixel-wise loss
pubcrawl
remote sensing
remote sensing applications
residual network
resilience
loss function
Scalability
spatial blocks
spatial features
Spatial resolution
spectral features
Super-resolution
super-resolved results
hyperspectral image super-resolution
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
geophysical image processing
HSIs spatial SR
HSIs super-resolution
HSRGAN
adversarial loss
hyperspectral imagery
Hyperspectral images
Hyperspectral imaging
image enhancement
Image resolution
image texture
learning (artificial intelligence)

biblio

Semi-Supervised Change Detection Based on Graphs with Generative Adversarial Networks

Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm

learning (artificial intelligence)
unlabeled nodes
Training
Task Analysis
semisupervised remote sensing change detection method
Semisupervised learning
semisupervised change detection
semi-supervised learning
Scalability
Resiliency
resilience
remote sensing
pubcrawl
multitemporal remote sensing change detection problem
Metrics
binary change map
labeled nodes
image classification
high resolution remote
graph model
geophysical signal processing
geophysical image processing
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
GANs
Gallium nitride
Change detection

biblio

Colorless Video Rendering System via Generative Adversarial Networks

Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm

patience
image re-coloring
image style
learning (artificial intelligence)
machine learning
manual stage
Metrics
Motion pictures
neural nets
Neural networks
old documentary movies
image colour analysis
post-processing software
pubcrawl
rendering (computer graphics)
resilience
Resiliency
Scalability
self-attention GAN
traditional hand-painting techniques
Training
white film era
digital photography
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
aesthetics
Gallium nitride
Generative Adversarial Learning
generative adversarial networks
generative adversarial networks models
generative adversarial networks principle
Generators
human culture
Image color analysis
image coloring

biblio

A Visual Similarity Recommendation System using Generative Adversarial Networks

Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm

learning (artificial intelligence)
visualization
visual similarity recommendation system
Training
Scalability
Resiliency
resilience
recommender systems
recommendation system strategy
query item
pubcrawl
product image
neural nets
Metrics
content-based recommendation system
image similarity
image retrieval
Generators
generative adversarial networks
generative adversarial network based image retrieval system
Generative Adversarial Learning
Footwear
feature extraction
e-commerce platform
deep learning network
deep learning
Convolutional codes
content-based retrieval

biblio

Conditional Generative Adversarial Network on Semi-supervised Learning Task

Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm

Mathematical model
Tensile stress
supervised learning
semisupervised learning method
Semisupervised learning
semi-supervised
Scalability
Resiliency
resilience
pubcrawl
neural nets
MNIST dataset
Metrics
abundant unlabeled data
image classification
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
Gallium nitride
deep neural networks
Data models
conditional generative adversarial network
conditional GAN model
conditional

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

Generative Adversarial Learning

High-resolution Three-dimensional Microwave Imaging Using a Generative Adversarial Network

Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks

Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification

Research on Extending Person Re-identification Datasets Based on Generative Adversarial Network

SAR Image Super-Resolution Based on Noise-Free Generative Adversarial Network

Learning Spectral and Spatial Features Based on Generative Adversarial Network for Hyperspectral Image Super-Resolution

Semi-Supervised Change Detection Based on Graphs with Generative Adversarial Networks

Colorless Video Rendering System via Generative Adversarial Networks

A Visual Similarity Recommendation System using Generative Adversarial Networks

Conditional Generative Adversarial Network on Semi-supervised Learning Task