Transformer Uncertainty Estimation with Hierarchical Stochastic Attention.
Jiahuan PeiCheng WangGyörgy SzarvasPublished in: CoRR (2021)
Keyphrases
- stochastic nature
- accurate estimation
- stochastic optimization
- uncertain data
- stochastic simulation
- stochastic model
- estimation algorithm
- real time
- hierarchical structure
- monte carlo
- fault diagnosis
- fuzzy logic
- visual attention
- multistage
- belief functions
- maximum likelihood estimation
- robust estimation
- parameter estimation
- learning automata
- multiscale
- genetic algorithm
- neural network