Semi-supervised learning with pseudo-negative labels for image classification.
Hao XuHui XiaoHuazheng HaoLi DongXiaojie QiuChengbin PengPublished in: Knowl. Based Syst. (2023)
Keyphrases
- semi supervised learning
- image classification
- label propagation
- multi label
- multi label classification
- semi supervised
- training data
- unlabeled examples
- labeled examples
- unlabeled data
- multi instance learning
- partially labeled
- labeled data
- unlabeled samples
- supervised classifiers
- supervised learning
- bag of words
- positive and negative
- unsupervised learning
- semi supervised classification
- feature extraction
- co training
- graph based semi supervised learning
- labeled samples
- training examples
- text categorization
- active learning
- class labels
- unlabeled instances
- multi instance
- image representation
- machine learning
- pairwise
- manifold regularization
- semi supervised learning algorithms
- pairwise constraints
- image features
- training set
- sparse representation
- negative examples
- graph construction
- decision trees
- multiple instance learning
- computer vision
- semi supervised clustering
- data sets
- learning algorithm
- labeled instances
- learning tasks