Systematic improvement of empirical energy functions in the era of machine learning.
Mike DevereuxEric D. BoittierMarkus MeuwlyPublished in: J. Comput. Chem. (2024)
Keyphrases
- energy function
- machine learning
- graph cuts
- energy minimization
- markov random field
- active contours
- image segmentation
- problems in computer vision
- global minimum
- level set
- shape model
- information extraction
- machine learning algorithms
- learning tasks
- belief propagation
- approximate solutions
- learning algorithm
- energy functional
- supervised learning
- information theoretic
- text classification
- smoothness constraint
- maximum a posteriori
- segmentation method
- model selection
- computer vision
- max flow