Inaccurate Labels in Weakly-Supervised Deep Learning: Automatic Identification and Correction and Their Impact on Classification Performance.
Degan HaoLei ZhangJules H. SumkinAly A. MohamedShandong WuPublished in: IEEE J. Biomed. Health Informatics (2020)
Keyphrases
- deep learning
- weakly supervised
- automatic identification
- unsupervised learning
- machine learning
- object class
- superpixels
- topic models
- semi supervised
- relation extraction
- training set
- feature selection
- named entities
- supervised learning
- image classification
- bag of words
- multi label
- object detection
- feature vectors
- object recognition
- multiscale
- decision trees
- image processing