FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.
Yidong WangHao ChenQiang HengWenxin HouYue FanZhen WuMarios SavvidesTakahiro ShinozakiBhiksha RajBernt SchielePublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- learning models
- supervised learning
- machine learning
- semi supervised classification
- edge detection
- unsupervised learning
- label propagation
- training data
- image segmentation
- denoising
- active learning
- graph based semi supervised learning
- manifold regularization
- labeled examples
- co training
- learning problems
- image processing
- semi supervised learning algorithms
- regularization framework
- semi supervised learning methods
- prior knowledge
- real world
- semi supervised clustering
- text classification
- knowledge discovery