Enabling On-Device Self-Supervised Contrastive Learning with Selective Data Contrast.
Yawen WuZhepeng WangDewen ZengYiyu ShiJingtong HuPublished in: DAC (2021)
Keyphrases
- data sets
- prior knowledge
- background knowledge
- raw data
- learning systems
- high quality
- small number
- data collection
- online learning
- database
- data sources
- learning process
- inductive inference
- original data
- neural network
- machine learning
- synthetic data
- high dimensional data
- learning algorithm
- image data
- reinforcement learning
- data structure
- input data
- metadata
- data processing
- supervised learning
- training data
- end users
- spatial data
- learning tasks
- human experts
- databases
- noisy data
- data streams
- rfid tags