Sparse coding of pathology slides compared to transfer learning with deep neural networks.
Will FischerSanketh S. MoudgalyaJudith D. CohnNga T. T. NguyenGarrett T. KenyonPublished in: BMC Bioinform. (2018)
Keyphrases
- transfer learning
- sparse coding
- neural network
- dictionary learning
- natural images
- learning tasks
- sparse representation
- labeled data
- image classification
- machine learning
- transfer knowledge
- pattern recognition
- unsupervised learning
- group sparsity
- machine learning algorithms
- linear combination
- learning algorithm
- computer vision
- active learning
- generative model
- domain adaptation
- cross domain
- training data
- image patches
- data analysis
- feature selection
- reinforcement learning
- feature space
- text categorization
- denoising
- semi supervised learning
- collaborative filtering
- higher order