Multi-task, Multi-domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets.
Arnaud BoutillonPierre-Henri ConzeChristelle PonsValérie BurdinBhushan BorotikarPublished in: MICCAI (1) (2021)
Keyphrases
- multi task
- multi domain
- multiple related tasks
- group lasso
- multi task learning
- sparse learning
- elastic net
- learning tasks
- multitask learning
- cross domain
- structured sparsity
- sparsity inducing
- multiple tasks
- transfer learning
- multi class
- domain specific
- image segmentation
- gaussian processes
- feature selection
- metric learning
- data sets
- information gain
- learning problems
- sparse representation
- variable selection
- accelerated proximal gradient
- heterogeneous networks
- active learning
- learning process
- high dimensional
- machine learning