Improving Multimodal Accuracy Through Modality Pre-training and Attention.
Aya Abdelsalam IsmailMahmudul HasanFaisal IshtiaqPublished in: CoRR (2020)
Keyphrases
- multi modal
- high accuracy
- single modality
- classification accuracy
- prediction accuracy
- training samples
- computational cost
- training set
- medical images
- training phase
- video sequences
- case study
- data sets
- test set
- statistically significant
- high precision
- visual attention
- correlation coefficient
- roc curve
- multimodal interaction
- multiple modalities
- learning algorithm