Linking Neural Collapse and L2 Normalization with Improved Out-of-Distribution Detection in Deep Neural Networks.
Jarrod HaasWilliam YollandBernhard RabusPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- neural network
- network architecture
- detection method
- pattern recognition
- genetic algorithm
- neural learning
- neural model
- fuzzy logic
- detection accuracy
- false alarms
- false positives
- multi layer
- associative memory
- input pattern
- fuzzy neural network
- neural network model
- detection rate
- data distribution
- artificial neural networks
- object detection
- event related potentials
- automatic detection
- neural architectures
- image sequences
- spatial distribution
- detection algorithm
- gaussian distribution
- anomaly detection
- activation function
- learning rules
- fault diagnosis
- artificial intelligence
- connectionist models
- learning algorithm
- improved algorithm
- continuous wavelet transform