Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot Classification.
Renrui ZhangWei ZhangRongyao FangPeng GaoKunchang LiJifeng DaiYu QiaoHongsheng LiPublished in: ECCV (35) (2022)
Keyphrases
- training set
- training samples
- training phase
- classification accuracy
- training process
- pattern recognition
- image classification
- supervised learning
- feature selection
- text classification
- classification algorithm
- video sequences
- classification method
- feature space
- automatic classification
- support vector machine svm
- decision trees
- classification systems
- machine learning
- visual features
- preprocessing
- support vector machine
- multi layer perceptron
- labelled data
- training dataset
- feature vectors
- classification performances
- classification models
- svm classifier
- class labels
- machine learning algorithms
- training examples
- video data
- feature extraction
- model selection