Multi-task Learning for Hierarchically-Structured Images: Study on Echocardiogram View Classification.
Jerome ChartonHui RenSekeun KimCarola Maraboto GonzalezJay KhambhatiJustin ChengJeena DeFrancescoAnam A. WaheedSylwia MarciniakFilipe MouraRhanderson CardosoBruno B. LimaMichael H. PicardXiang LiQuanzheng LiPublished in: ASMUS@MICCAI (2023)
Keyphrases
- multi task learning
- hierarchically structured
- image classification
- feature extraction
- object recognition
- multi task
- learning tasks
- gaussian processes
- classification accuracy
- support vector
- multiple tasks
- learning problems
- high order
- image features
- support vector machine
- multi class
- data mining
- text classification
- model selection
- unsupervised learning
- learning models
- probabilistic model
- feature vectors
- similarity measure
- feature space
- multitask learning
- multiscale