EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients.
Yassir BendouYuqing HuRaphaël LafargueGiulia LioiBastien PasdeloupStéphane PateuxVincent GriponPublished in: CoRR (2022)
Keyphrases
- learning process
- learning algorithm
- pattern recognition
- supervised learning
- learning systems
- feature selection
- discriminative learning
- multi category
- incremental learning
- learning tasks
- classification accuracy
- video sequences
- training set
- decision trees
- majority voting
- learning phase
- visual features
- unsupervised learning
- detection algorithm
- support vector machine svm
- support vector
- learning problems
- training samples
- generalization ability
- video shots
- base learners
- reinforcement learning
- weak learners
- shot detection
- online learning