An inductive transfer learning force field (ITLFF) protocol builds protein force fields in seconds.
Yanqiang HanZhilong WangAn ChenImran AliJunfei CaiSimin YeJin-Jin LiPublished in: Briefings Bioinform. (2022)
Keyphrases
- force field
- transfer learning
- machine learning
- active contours
- active contour model
- deformable models
- knowledge transfer
- labeled data
- information theory
- semi supervised learning
- reinforcement learning
- external force
- cross domain
- multi task
- collaborative filtering
- gradient vector flow
- domain adaptation
- active learning
- computer vision
- text mining
- learning algorithm
- object boundaries
- transfer knowledge
- machine learning algorithms
- text categorization
- text classification
- vector field
- unlabeled data
- pairwise
- data mining
- information theoretic
- maximum likelihood
- gradient field
- domain specific
- image segmentation