GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks.
Weicheng MaRenze LouKai ZhangLili WangSoroush VosoughiPublished in: EMNLP (1) (2021)
Keyphrases
- detection method
- fully automatic
- experimental evaluation
- high accuracy
- mathematical model
- computationally efficient
- image processing
- clustering method
- cost function
- computational cost
- probabilistic model
- optimization algorithm
- support vector machine svm
- least squares
- optimization method
- detection algorithm
- model selection
- edge detection
- neural network
- input image
- support vector machine
- feature vectors
- artificial neural networks
- preprocessing
- similarity measure
- social networks