Convolutional Neural Networks and Raman Spectroscopy for Semi-Supervised Dataset Construction and Transfer Learning Applications in Real-Time Quantitative Detection.
Yuan LiuXiaotian ZhouXiaopeng ZhangJian WangZhenguo WenPublished in: BIC (2024)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- convolutional neural networks
- unlabeled data
- labeled examples
- learning tasks
- active learning
- knowledge transfer
- raman spectra
- cross domain
- domain adaptation
- supervised learning
- label information
- multi task
- labeled and unlabeled data
- multi view learning
- reinforcement learning
- collaborative filtering
- object detection
- multi view
- transfer knowledge
- co training
- machine learning
- convolutional network
- class labels
- pairwise
- cross domain learning
- manifold alignment
- text classification
- unsupervised learning
- standard learning algorithms
- multi task learning
- machine learning algorithms
- text categorization
- training examples
- learning environment
- multiple instance learning
- transferring knowledge
- feature extraction
- learning algorithm
- data sets
- target domain