Active dropblock: Method to enhance deep model accuracy and robustness.
Jie YaoWeiwei XingDongdong WangJintao XingLiqiang WangPublished in: Neurocomputing (2021)
Keyphrases
- mathematical model
- high accuracy
- computational cost
- probabilistic model
- statistical model
- input data
- linear model
- high precision
- theoretical analysis
- evaluation method
- computational efficiency
- error rate
- parameter estimation
- cost function
- highly accurate
- computational speed
- optimization method
- linear regression
- study proposes
- evaluation model
- similarity measure
- pairwise
- computational complexity
- detection method
- em algorithm
- classification accuracy
- objective function
- closed form
- final result
- high order
- markov model
- hybrid method
- monte carlo simulation
- tree structure
- energy function
- regression analysis
- significant improvement
- hybrid model
- sensitivity analysis
- accuracy rate
- probability distribution
- test data
- modeling method
- classification algorithm
- clustering method
- clustering algorithm
- artificial neural networks
- gaussian distribution
- prior knowledge
- bayesian framework
- parameter space
- dynamic programming
- kalman filter
- classification method
- segmentation algorithm