EPCL: Encoder Perturbation can Replace the Data Augmentations in Contrastive Learning for Image Classification.
Han YangXue DingJirong WangJun LiPublished in: ICBDT (2022)
Keyphrases
- image classification
- data sets
- data collection
- learning algorithm
- statistical analysis
- data analysis
- learning models
- high quality
- database
- data quality
- image features
- motion estimation
- data structure
- knowledge acquisition
- computer systems
- feature extraction
- high dimensional data
- learning tasks
- learning systems
- unsupervised learning
- original data
- raw data
- synthetic data
- learning process
- online learning
- image data
- probability distribution