Attention Guided Cosine Margin to Overcome Class-Imbalance in Few-Shot Road Object Detection.
Ashutosh AgarwalAnay MajeeAnbumani SubramanianChetan AroraPublished in: WACV (Workshops) (2022)
Keyphrases
- class imbalance
- object detection
- class distribution
- cost sensitive
- active learning
- cost sensitive learning
- high dimensionality
- small disjuncts
- imbalanced datasets
- sampling methods
- concept drift
- multi class
- majority class
- computer vision
- imbalanced data
- feature vectors
- training set
- minority class
- generalization error
- support vector
- video sequences
- feature extraction
- imbalanced class distribution
- error prone
- prediction accuracy
- error rate
- training data
- feature selection