EuclidNets: An Alternative Operation for Efficient Inference of Deep Learning Models.
Xinlin LiMariana ParazeresAdam M. ObermanAlireza GhaffariMasoud AsgharianVahid Partovi NiaPublished in: CoRR (2022)
Keyphrases
- learning models
- efficient inference
- conditional random fields
- structured prediction
- probabilistic inference
- loss function
- markov random field
- graphical models
- machine learning
- learning algorithm
- learning tasks
- approximate inference
- probabilistic model
- semi supervised learning
- classification models
- fully connected
- generative model
- hidden markov models
- machine learning algorithms
- exact inference
- higher order
- pairwise
- markov networks
- information extraction
- hidden variables
- human pose estimation
- learning problems
- natural language
- bayesian networks
- graph structure
- image segmentation