Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning.
Junyu ChenEvren AsmaChung ChanPublished in: CoRR (2021)
Keyphrases
- fine tuning
- online learning
- cost function
- objective function
- computational cost
- detection method
- synthetic data
- high precision
- pairwise
- significant improvement
- machine learning
- segmentation method
- loss function
- fine tuned
- shape model
- feature set
- object detection
- support vector machine
- classification accuracy
- probabilistic model
- experimental evaluation