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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Regularization
biblio
Deepfake Detection with Clustering-based Embedding Regularization
Submitted by grigby1 on Fri, 01/15/2021 - 11:01am
Human behavior
video signal processing
video quality
social networking (online)
security of data
Scalability
Resiliency
resilience
Regularization
pubcrawl
pattern clustering
object detection
Metrics
learning (artificial intelligence)
Human Factors
AI-synthesized face swapping videos
feature extraction
false video
face swapping
face recognition
embedded systems
detection accuracy
deepfake video detection
deepfake detection competitions
deepfake detection
deepfake datasets
DeepFake
clustering-based embedding regularization
clustering-based
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
Sample-Based Regularization for Support Vector Machine Classification
Submitted by grigby1 on Tue, 05/01/2018 - 10:38am
regularization scheme
training sample selection
training sample level
Training data
Training
SVM
Support vector machines
support vector machine classification
support vector machine
selected training data
sample-based regularization
Resiliency
resilience
composability
Regularization
pubcrawl
optimization
Metrics
maximum margin-based classification
linear combination
kernel methods
Kernel
image classification
human action recognition tasks
Fasteners
Dropout
biblio
An \#8467;1/2-BTV regularization algorithm for super-resolution
Submitted by grigby1 on Wed, 03/08/2017 - 1:03pm
Adaptation models
Bilateral Total Variation
Histograms
Image edge detection
Image reconstruction
Minimization
pubcrawl170111
Regularization
Spatial resolution
Super-resolution
ℓ1/2 regularizer
