Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains.
Jinjin CaiSudip VhaduriXiao LuoPublished in: CoRR (2023)
Keyphrases
- unlabeled data
- supervised learning
- active learning
- labeled data
- learning algorithm
- semi supervised learning
- semi supervised
- labeled and unlabeled data
- co training
- training examples
- labeled instances
- prior knowledge
- supervised learning algorithms
- machine learning
- positive examples
- learning problems
- sample selection bias
- learning process
- reinforcement learning
- labeled training data
- semi supervised classification
- labeling effort
- partially labeled data
- learning tasks
- text classification
- domain adaptation
- unsupervised learning
- learning frameworks
- training set
- data sets
- learning models
- inductive inference
- background knowledge
- support vector machine
- multi view learning
- knn
- data points
- number of labeled examples