Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning.
Kunyu PengAlina RoitbergDavid SchneiderMarios KoulakisKailun YangRainer StiefelhagenPublished in: CoRR (2021)
Keyphrases
- context aware
- metric learning
- contextual information
- ubiquitous computing
- context awareness
- mobile devices
- distance metric
- ambient intelligence
- human centric
- context aware systems
- semi supervised
- ubiquitous learning
- human activities
- mobile users
- smart home
- smart spaces
- smart environments
- current context
- automatic recognition
- context aware services
- context aware computing
- pairwise
- pattern recognition
- multi task
- learning tasks
- distance function
- distance metric learning
- unsupervised learning
- domain knowledge
- learning process
- machine learning