Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations.
Satoshi MunakataCaterina UrbanHaruki YokoyamaKoji YamamotoKazuki MunakataPublished in: CoRR (2022)
Keyphrases
- neural network
- fuzzy logic
- semantic network
- semantic web
- pattern recognition
- natural language
- visual attention
- feed forward
- neural network model
- semantic information
- semantic relationships
- network architecture
- context dependent
- neural nets
- semantic search
- model checking
- self organizing maps
- back propagation
- semantic knowledge
- semantic representation
- deep learning
- artificial neural networks
- high level
- semantic description
- focus of attention
- computational efficiency
- semantically related
- high robustness
- semantic similarity
- domain independent
- higher level
- domain specific
- co occurrence
- natural language processing
- artificial intelligence
- learning algorithm