Inducing Early Neural Collapse in Deep Neural Networks for Improved Out-of-Distribution Detection.
Jarrod HaasWilliam YollandBernhard RabusPublished in: CoRR (2022)
Keyphrases
- neural network
- network architecture
- automatic detection
- detection method
- pattern recognition
- detection rate
- connectionist models
- neural model
- learning rules
- input pattern
- detection algorithm
- neural fuzzy
- probability distribution
- artificial neural networks
- neural learning
- multilayer perceptron
- false alarms
- fuzzy neural network
- false positives
- object detection
- self organizing maps
- improved algorithm
- multi layer
- deep learning
- neural computation
- uniformly distributed
- spatial distribution
- associative memory
- neural network model
- fault diagnosis
- back propagation