Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data.
Ryumei NakadaHalil Ibrahim GullukZhun DengWenlong JiJames ZouLinjun ZhangPublished in: CoRR (2023)
Keyphrases
- data sets
- data quality
- learning algorithm
- prior knowledge
- data points
- learning systems
- computer systems
- data processing
- learning process
- data analysis
- end users
- data distribution
- learning models
- data collection
- reinforcement learning
- database
- high dimensional data
- hidden variables
- original data
- raw data
- human experts
- sensor data
- unsupervised learning
- knowledge acquisition
- dimensionality reduction
- supervised learning
- small number
- knowledge discovery
- feature space
- data structure
- database systems