HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings.
Nikhil MehtaKevin J. LiangJing HuangFu-Jen ChuLi YinTal HassnerPublished in: CoRR (2023)
Keyphrases
- detection algorithm
- classification accuracy
- microcalcification clusters
- shot detection
- decision trees
- pattern recognition
- automatic classification
- classification method
- classification algorithm
- shot boundary detection
- classification models
- machine learning
- detection rate
- detection method
- support vector machine svm
- text classification
- video sequences
- machine learning algorithms
- neyman pearson
- object detection
- feature extraction
- robust detection
- feature extraction and classification
- feature space
- object recognition
- visual features
- digital mammograms
- preprocessing
- video indexing
- false alarms
- training set
- automatic detection
- feature vectors
- classification rules
- data distribution
- supervised learning
- decision rules