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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
neural style transfer
biblio
Separating Style and Content for Generalized Style Transfer
Submitted by aekwall on Mon, 12/07/2020 - 12:11pm
Gallium nitride
Training
style reference images
style encoder
Silicon
neural nets
multitask learning scenario
Mixers
learning (artificial intelligence)
learned model
image representation
Image coding
Generators
generalized style transfer network
neural style transfer
feature extraction
Decoding
decoder
convolution
content reference images
content encoder
Chinese Typeface transfer problem
bilinear model
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Image Style Transfer in Deep Learning Networks
Submitted by aekwall on Mon, 12/07/2020 - 12:11pm
convolution neural network
Semantics
Painting
Neural networks
learning (artificial intelligence)
images contents
image style transfer
image recognition
Image color analysis
deep learning network development process
deep learning
convolutional neural nets
neural style transfer
computer vision researchers
computer vision
CNN
classical style migration model
artistic styles
ART
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Analysis of Hyperparameter Tuning in Neural Style Transfer
Submitted by aekwall on Mon, 12/07/2020 - 12:10pm
hyperparameter tuning
VGG
style cost
sophisticated synthesised artworks
notable artworks
neural style transfer algorithm
Neural networks
neural nets
Image Processing
hyperparameter tuning analysis
neural style transfer
huge computation power
convolutional neural network
content cost
computer graphics engineers
ART
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Image Style Transfer with Multi-target Loss for loT Applications
Submitted by aekwall on Mon, 12/07/2020 - 12:10pm
fundamental problem
visualization
pre-trained deep convolutional neural network VGG19
output image
neural nets
multitarget loss
loss function
learning (artificial intelligence)
input style image
input images
Information filters
image style transfer
Image reconstruction
gradient methods
neural style transfer
Filter banks
feature map
feature extraction
context image
content style
computer vision
artistic images
arbitrary images
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
An improved style transfer approach for videos
Submitted by aekwall on Mon, 12/07/2020 - 12:10pm
motion estimation
Videos
video signal processing
style transfer approach
style transfer
shape deformation
Semantics
semantic segmentation
optical flow
occlusion
neural network
Motion segmentation
motion estimation methods
neural style transfer
image sequences
image segmentation
fully convolutional neural network
foreground object segmentation
feedforward neural nets
discontinuous segmentation
Coherence
background object segmentation
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
MaeSTrO: A Mobile App for Style Transfer Orchestration Using Neural Networks
Submitted by aekwall on Mon, 12/07/2020 - 12:09pm
non photorealistic rendering
manifold artistic styles
Mobile app
mobile artists
mobile computing
mobile expressive rendering
Mobile handsets
neural nets
Neural networks
neural style transfer techniques
MaeSTrO
Painting
particular style transfer
rendering (computer graphics)
style transfer
style transfer orchestration
tools
User control
user interfaces
user tests
creative expression
Scalability
Resiliency
Predictive Metrics
pubcrawl
adaptive neural networks
adaptive systems
casual creativity
core technology
creative editing process
neural style transfer
Creativity
generalized user interface
Image Processing
inherent limitations
Iterative methods
localized editing process
localized image stylization
low-level controls
biblio
Masked Neural Style Transfer using Convolutional Neural Networks
Submitted by aekwall on Mon, 12/07/2020 - 12:09pm
feature extraction
visualization
visual perceptions
visual perception
visual experiences
VGG-19 model
Technological innovation
Semantics
object detection
masking
masked neural style transfer
Histograms
neural style transfer
face recognition
deep neural networks
convolutional neural networks
convolutional neural nets
content image
Biological neural networks
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Flexible Selecting of Style to Content Ratio in Neural Style Transfer
Submitted by aekwall on Mon, 12/07/2020 - 12:09pm
learning (artificial intelligence)
weight ratio selection
user defined style weight ratio
texture synthesis
style transfer
style image selection
Scalability
Resiliency
Predictive Metrics
optimization
neural style transfer
Neural networks
pubcrawl
image texture
Image color analysis
Feature Selection
feature extraction
convolutional neural networks
convolutional neural nets
convolution neural networks
convolution
content ratio
Artificial Intelligence
ART
biblio
Coherent Online Video Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 12:30pm
Optical imaging
visually comparable coherence
video signal processing
video sequences
video processing
Training
temporally coherent stylized video sequences
short-term coherence
Scalability
Resiliency
resilience
Recurrent neural networks
pubcrawl
per-frame baseline
optimization-based video style transfer
optimisation
Coherence
Optical filters
neural style transfer
neural nets
naive extension
Metrics
Integrated optics
image stylization networks
image sequences
image fast neural style transfer
flickering results
feed-forward network
end-to-end network
efficient network
coherent online video style transfer
biblio
Characterizing and Improving Stability in Neural Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 12:30pm
recurrent neural nets
visible flickering
Videos
video signal processing
temporally consistent stylized videos
temporal consistency loss
stylized images
stability improvement
Stability analysis
solution set
Scalability
Resiliency
resilience
Gram matrix representing style
recurrent convolutional network
real-time video style transfer
real-time systems
real-time methods
pubcrawl
optimization
Optical imaging
Optical computing
neural style transfer
Metrics
matrix algebra
Integrated optics
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