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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
learning algorithms
biblio
Style transfer-based image synthesis as an efficient regularization technique in deep learning
Submitted by grigby1 on Fri, 12/11/2020 - 1:54pm
Resiliency
Neural networks
neural style transfer
newly created images
pubcrawl
Regularization
regularization techniques e.g
relatively poor generalization abilities
representative neural architectures
resilience
Metrics
Scalability
Skin
skin lesions
style transfer-based image synthesis
Task Analysis
Training
transfer learning
unlabeled images
Image analysis
challenging skin lesion classification case study
convolutional neural nets
convolutional neural networks
data augmentation
decision support system
deep learning
deep neural networks
Diagnosis
efficient regularization technique
base image
image classification
image classification purposes
image synthesis
labeled images
learning (artificial intelligence)
learning algorithms
Lesions
machine learning
biblio
A game-theoretic defense against data poisoning attacks in distributed support vector machines
Submitted by grigby1 on Fri, 07/06/2018 - 1:05pm
Resiliency
machine learning
multi-sensor classification
Nash Equilibrium
networked systems
pattern classification
prediction tasks
pubcrawl
resilience
learning algorithms
resilient DSVM algorithm
Scalability
secure DSVM algorithm
sensor fusion
sensors
Support vector machines
Training
DSVMs
Algorithm design and analysis
Computer crime
control units
data poisoning attacks
defense strategies
distributed algorithms
distributed support vector machines
DSVM learner
AI Poisoning
dynamic distributed algorithms
game theory
game-theoretic defense
game-theoretic framework
Games
Human behavior
learning (artificial intelligence)
