Weakly Supervised Transfer Learning for Multi-label Appliance Classification.
Giulia TanoniEmanuele PrincipiLuigi MandoliniStefano SquartiniPublished in: AII (2022)
Keyphrases
- multi label
- transfer learning
- text classification
- weakly supervised
- learning tasks
- text categorization
- class labels
- image classification
- labeled data
- machine learning
- image annotation
- feature selection
- semi supervised
- classification accuracy
- machine learning algorithms
- graph cuts
- active learning
- learning problems
- reinforcement learning
- unlabeled data
- feature vectors
- decision trees
- multi task learning
- supervised learning
- semi supervised learning
- text mining
- learning algorithm
- topic models
- multi task
- computer vision
- knn
- training samples
- image representation
- feature space
- training set
- training data
- training examples
- feature extraction
- knowledge discovery
- superpixels
- object class
- dimensionality reduction
- feature set