EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models.
Xinlin LiMariana ParazeresAdam ObermanAlireza GhaffariMasoud AsgharianVahid Partovi NiaPublished in: SN Comput. Sci. (2023)
Keyphrases
- learning models
- efficient inference
- conditional random fields
- probabilistic inference
- machine learning
- loss function
- graphical models
- structured prediction
- markov random field
- probabilistic model
- fully connected
- learning algorithm
- exact inference
- generative model
- learning tasks
- markov networks
- higher order
- learning problems
- information extraction
- hidden markov models
- hidden variables
- approximate inference
- human pose estimation
- pairwise
- semi supervised learning
- bayesian networks
- image processing
- belief propagation