Multi-Task, Multi-Domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets.
Arnaud BoutillonPierre-Henri ConzeChristelle PonsValérie BurdinBhushan BorotikarPublished in: CoRR (2021)
Keyphrases
- multi task
- multi domain
- multiple related tasks
- group lasso
- multi task learning
- sparse learning
- multitask learning
- elastic net
- cross domain
- sparsity inducing
- learning tasks
- structured sparsity
- multiple tasks
- transfer learning
- feature selection
- gaussian processes
- multi class
- metric learning
- domain specific
- image segmentation
- learning problems
- heterogeneous networks
- variable selection
- high dimensional
- learning algorithm
- information gain
- collaborative filtering
- prior knowledge