Combining Deep Transfer Learning with Signal-image Encoding for Multi-Modal Mental Wellbeing Classification.
Kieran WoodwardEiman KanjoAthanasios TsanasPublished in: CoRR (2020)
Keyphrases
- multi modal
- transfer learning
- single modality
- image classification
- input image
- image content
- text classification
- image representation
- image retrieval
- machine learning
- audio visual
- uni modal
- learning tasks
- feature vectors
- cross domain learning
- cross domain
- labeled data
- high dimensional
- supervised learning
- multi modality
- knowledge transfer
- feature extraction
- image collections
- image annotation
- image segmentation
- active learning
- multimedia
- training samples
- semi supervised learning
- training data
- reinforcement learning
- collaborative filtering
- class labels
- similarity measure
- feature selection
- transfer knowledge
- data sets
- text mining