Robust multimodal models have outlier features and encode more concepts.
Jonathan CrabbéPau RodríguezVaishaal ShankarLuca ZappellaArno BlaasPublished in: CoRR (2023)
Keyphrases
- abstraction levels
- predictive power
- probabilistic model
- prior knowledge
- low level
- classification models
- neural network
- additional features
- image features
- feature descriptors
- rotational invariant
- data sets
- conceptual models
- machine learning approaches
- concept learning
- statistical models
- complex systems
- machine learning algorithms
- feature vectors
- feature space
- video sequences
- feature extraction