Improving Fashion Attribute Classification Accuracy with Limited Labeled Data Using Transfer Learning.
Tong ChenJiho NohLuke CranfillJohn MorrisJunggab SonPublished in: ICMLA (2022)
Keyphrases
- transfer learning
- classification accuracy
- learning tasks
- knowledge transfer
- machine learning
- reinforcement learning
- transfer knowledge
- active learning
- cross domain
- manifold alignment
- semi supervised learning
- labeled data
- text classification
- feature selection
- domain adaptation
- collaborative filtering
- multi task
- multi task learning
- structure learning
- target domain
- learning algorithm
- transferring knowledge
- machine learning algorithms
- naive bayes
- feature space
- support vector
- similarity measure
- text categorization
- feature set
- text mining
- high dimensional
- training set
- training data
- logistic regression
- pairwise
- object recognition
- bayesian networks
- feature extraction
- databases