Improving Multimodal Data Labeling with Deep Active Learning for Post Classification in Social Networks.
Dmitry KrylovSemen PoliakovNatalia KhanzhinaAlexey ZabashtaAndrey FilchenkovAleksandr FarseevPublished in: MULL @ ACM Multimedia (2021)
Keyphrases
- active learning
- multimodal data
- supervised learning
- active learning framework
- training set
- decision trees
- unsupervised learning
- random sampling
- pattern recognition
- feature vectors
- data sets
- text classification
- semi supervised learning
- cost sensitive
- classification accuracy
- cross modal
- image retrieval
- class labels
- pattern classification
- multimedia databases
- dimensionality reduction methods
- image classification
- relevance feedback
- semi supervised
- feature extraction
- machine learning