Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs.
Fei HeZhiyuan YangMingyue GaoBiplab PoudelNewgin Sam Ebin Sam DhasRajan GyawaliAshwin DhakalJianlin ChengDong XuPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning process
- prior knowledge
- em algorithm
- computational model
- unsupervised learning
- management system
- probabilistic model
- bayesian framework
- high level
- parameter estimation
- learning systems
- experimental data
- mathematical model
- statistical model
- learning mechanism
- active learning
- gaussian mixture
- gaussian distribution
- conditional random fields
- image segmentation
- neural network
- expectation maximization
- online learning
- objective function