One-Shot Online Testing of Deep Neural Networks Based on Distribution Shift Detection.
Soyed Tuhin AhmedMehdi B. TahooriPublished in: CoRR (2023)
Keyphrases
- neural network
- automatic detection
- detection method
- pattern recognition
- online learning
- detection accuracy
- false alarms
- self organizing maps
- false positives
- genetic algorithm
- detection algorithm
- fuzzy logic
- random variables
- artificial neural networks
- data distribution
- detection rate
- hopfield neural network
- object detection
- deep learning
- power law
- uniformly distributed
- software testing
- spatial distribution
- computer vision
- multi layer
- multilayer perceptron
- feed forward
- training data
- real time
- test set