BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval.
Shicheng XuLiang PangHuawei ShenXueqi ChengPublished in: CoRR (2023)
Keyphrases
- generalization ability
- svm training
- learning algorithm
- partial matching
- ensemble learning
- support vector machine
- support vector machine svm
- bp neural network
- support vector
- generalization bounds
- image processing
- ensemble methods
- training process
- benchmark datasets
- image matching
- document retrieval
- training examples
- image retrieval
- training algorithm
- hidden neurons
- active learning
- high dimensional
- decision making