Understanding signals in combination.
Human environments generate information across multiple channels. Multimodal systems attempt to combine those channels while recognising that more data does not automatically produce better or safer decisions.
- Text + audio
- Visual + language
- Behavioural signals
- Temporal modelling
- Feature fusion
- Uncertainty
- Explainability
- Privacy-preserving design
- Evaluation
