Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations.
Max Maria LoschMario FritzBernt SchielePublished in: Int. J. Comput. Vis. (2021)
Keyphrases
- semantic representations
- intermediate representations
- semantic annotation
- natural language
- semantic web
- semantic knowledge
- natural language understanding
- semantic network
- semantic representation
- semantic features
- semantic constraints
- semantic similarity
- semantically equivalent
- context dependent
- semantic description
- databases
- semantic web technologies
- semantic information
- higher level
- database systems
- unsupervised feature learning
- semantic relationships
- intermediate representation
- semantic interpretation
- deep learning
- semantic search
- high level
- information retrieval