MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks.
Felix HenselCharles ArnalMathieu CarrièreThéo LacombeHiroaki KuriharaYuichi IkeFrédéric ChazalPublished in: CoRR (2023)
Keyphrases
- neural network
- data sets
- detection algorithm
- pattern recognition
- detection accuracy
- artificial neural networks
- graph theoretic
- graph theory
- graph matching
- detection rate
- back propagation
- object detection
- fuzzy logic
- information processing
- detection method
- genetic algorithm
- data mining
- multi layer
- false alarms
- real world
- high dimensional
- video sequences
- fault diagnosis
- self organizing maps
- learning algorithm
- associative memory
- database