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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
neural style transfer
biblio
Improving Style Transfer with Calibrated Metrics
Submitted by aekwall on Mon, 02/01/2021 - 11:45am
content image
universal style transfer
transferred image
style weights
quantitative evaluation procedure
Neural Style Transfer methods
histogram loss
Gatys' loss
Effectiveness statistic measures
EC scores
E statistics
Coherence statistic measures
style image
Coherence
Scalability
neural style transfer
rendering (computer graphics)
Covariance matrices
Predictive Metrics
integrated circuits
statistical analysis
optimisation
standards
calibration
optimization
pubcrawl
Resiliency
biblio
Deep Learning Approach for Arbitrary Image Style Fusion and Transformation using SANET model
Submitted by aekwall on Mon, 02/01/2021 - 11:45am
impressive artworks
neural style transfer
arbitrary image style fusion
arbitrary image stylization
arbitrary style transformation
arbitrary style-transformation procedures
ASPM
content-image
generated artwork
identity-loss function
ART
real-time applications
real-time fusion
running time
SANET
SANET model
semantic-structure
style characteristics
style-image
neural nets
Conferences
learning (artificial intelligence)
Resiliency
pubcrawl
deep learning
Computational modeling
Shape
optimization
Scalability
machine learning
Market research
convolutional neural networks
computer vision
Predictive Metrics
Image Processing
image fusion
rendering (computer graphics)
biblio
CNN-Based Image Style Transfer and Its Applications
Submitted by aekwall on Mon, 02/01/2021 - 11:45am
convolutional neural network
data science
deep learning
image style transfer
neural style transfer
Predictive Metrics
pubcrawl
Resiliency
Scalability
biblio
Multitask Adversarial Learning for Chinese Font Style Transfer
Submitted by aekwall on Mon, 02/01/2021 - 11:44am
fine-grained parts
style transfer
character images
character recognition
character sets
Chinese character complexity
Chinese font datasets
Chinese font style transfer
cross-task interactions
neural style transfer
font generation
general style transfer
MTfontGAN
multiple target ones
multitask
multitask adversarial learning
reference font
Scalability
gan
Gallium nitride
overfitting problem
Predictive Metrics
Generators
natural language processing
machine learning
Libraries
Training
neural nets
Decoding
pubcrawl
Resiliency
learning (artificial intelligence)
Task Analysis
biblio
Collaborative Distillation for Ultra-Resolution Universal Style Transfer
Submitted by aekwall on Mon, 02/01/2021 - 11:44am
linear embedding loss
compressed models
convolutional filters
deep convolutional neural network models
encoder-decoder based neural style transfer
encoder-decoder pairs
exclusive collaborative relationship
feature size mismatch
knowledge distillation method
leverage rich representations
collaborative distillation
student network
style transfer models
trained models
ultra-resolution images
ultra-resolution universal style transfer
universal style transfer
universal style transfer methods
VGG-19
Image coding
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
Decoding
convolutional neural nets
optimisation
data compression
Scalability
collaboration
Image resolution
Predictive Metrics
Knowledge engineering
encoding
graphics processing units
Image reconstruction
neural style transfer
biblio
An Approach to Embedding a Style Transfer Model into a Mobile APP
Submitted by aekwall on Mon, 02/01/2021 - 11:44am
pre-trained convolutional neural network model
Economic indicators
mobile users
deep learning models
neural style transfer
Mobile app
embedding CNN models
Perceptual Losses algorithm
photo processing apps
Feedforward neural networks
proceeding time
shorten waiting time
Style transfer model
TensorFlow Mobile library
time 2.0 s
time 2.8 s
traditional style transfer model
Scalability
feedforward neural network
image restoration
Predictive Metrics
feedforward neural nets
software libraries
mobile phone
convolutional neural nets
testing
machine learning
pubcrawl
Resiliency
learning (artificial intelligence)
mobile computing
Internet of Things
Big Data
biblio
Method of Image Style Transfer Based on Edge Detection
Submitted by aekwall on Mon, 02/01/2021 - 11:43am
neural style transfer
neural network style transfer
neural network processing
markov random field neural network algorithm
Markov random field
edge information loss
edge information image
content image edge structure
image style transfer
Scalability
Predictive Metrics
edge detection
Markov processes
neural network
random processes
neural nets
pubcrawl
Resiliency
biblio
Jekyll: Attacking Medical Image Diagnostics using Deep Generative Models
Submitted by aekwall on Mon, 02/01/2021 - 11:43am
DNN-based image translation attack
attacker-chosen disease condition
attacking medical image diagnostics
biomedical image
biomedical imagery
biomedical optical imaging
deep generative models
deep learning tools
defenses
neural style transfer
eye
healthcare domain
Jekyll
medical domain
medical image diagnostics
neural style transfer framework
patient healthcare
retinal fundus image modalities
image segmentation
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
deep learning
neural nets
image watermarking
attacks
Scalability
Generative Models
Predictive Metrics
deep neural networks
sensitive data
medical image processing
medical images
diseases
medical professionals
biblio
Fake Generated Painting Detection Via Frequency Analysis
Submitted by aekwall on Mon, 02/01/2021 - 11:43am
Forgery
Paintings
image forgery detection
frequency analysis
Fourier transform
style transfer
neural style transfer
frequency-domain analysis
Painting
Scalability
Predictive Metrics
testing
Databases
pubcrawl
Resiliency
feature extraction
Support vector machines
biblio
Neural Style Transfer for Picture with Gradient Gram Matrix Description
Submitted by aekwall on Mon, 02/01/2021 - 11:42am
neural style transfer
texture style
texture expression
texture details
stylized pictures
style loss
picture stylize
output stylized picture
muddiness
gradient gram matrix description
Gradient Gram matrix
Gradient Gram description
art style transfer
Scalability
Electrical Engineering
image texture
US Department of Defense
Predictive Metrics
Image reconstruction
automation
matrix algebra
pubcrawl
Resiliency
Runtime
Internet of Things
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