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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
CNNs
biblio
Response Time Analysis for Explainability of Visual Processing in CNNs
Submitted by aekwall on Mon, 03/01/2021 - 5:03pm
explainable artificial intelligence methods
visual processing
visual learning tasks
variable RTs
response times
MSDNet
model architecture
intrascene object-object relationships
hierarchical representations
early-exit architecture
dynamic inference models
conditional computation model
cognitive psychology
CNNs
Scalability
xai
Semantics
Syntactics
visualization
Object recognition
Analytical models
convolutional neural nets
Grammar
Computational modeling
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
Dynamic Adaptation of Approximate Bit-width for CNNs based on Quantitative Error Resilience
Submitted by grigby1 on Tue, 10/06/2020 - 1:40pm
dynamic adaptation
Resiliency
resilience
quantitative error resilience
pubcrawl
Power demand
power consumption
power aware computing
Neurons
logic circuits
Hardware
error resilience
dynamic adaptation of approximate bit-width
adders
convolutional neural networks
convolutional neural network
convolutional neural nets
convolution
configurable adder
Computing Theory
CNNs
approximation theory
approximate computing technology
approximate computing
approximate bit-width
biblio
A Black-Box Approach to Generate Adversarial Examples Against Deep Neural Networks for High Dimensional Input
Submitted by grigby1 on Fri, 09/04/2020 - 4:11pm
linear regression model
black-box setting
CNNs
data science
extensive recent works
generate adversarial examples
generating adversarial samples
high dimensional
image classification
learning models
linear fine-grained search
black-box approach
minimizing noncontinuous function
model parameters
noncontinuous step function problem
numerous advanced image classifiers
queries
white-box setting
Zeroth order
zeroth order optimization algorithm
zeroth-order optimization method
Black Box Security
Cyberspace
query processing
Conferences
optimisation
pubcrawl
composability
Metrics
Resiliency
resilience
learning (artificial intelligence)
neural nets
security of data
machine-to-machine communications
regression analysis
Iterative methods
deep neural networks
face recognition
adversarial perturbations
gradient methods
adversarial examples
approximation theory
biblio
Audio Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 12:29pm
Scalability
optimization-based audio texture synthesis
optimization-based visual transfer method
optimized loss
pubcrawl
random noise
reference audio style
resilience
Resiliency
optimization
social media
social networking (online)
sound texture model
Spectrogram
statistical analysis
texture synthesis
Two dimensional displays
visualization
feedforward neural nets
audio signal processing
audio style transfer
Auditory system
CNNs
convolution
convolution neural networks
Deep Neural Network
feature extraction
audio content
human auditory system
image style transfer
image texture
Metrics
Neural networks
neural style transfer
optimisation
