FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.
Yidong WangHao ChenQiang HengWenxin HouYue FanZhen WuJindong WangMarios SavvidesTakahiro ShinozakiBhiksha RajBernt SchieleXing XiePublished in: ICLR (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- active learning
- label propagation
- edge detection
- unsupervised learning
- machine learning
- semi supervised classification
- image segmentation
- co training
- manifold regularization
- denoising
- training data
- transfer learning
- learning problems
- improve the classification accuracy
- graph based semi supervised learning
- graph construction
- labeled examples
- image processing
- domain adaptation
- natural language processing
- metric learning
- pairwise
- unlabeled samples
- feature space
- semi supervised learning algorithms
- semi supervised learning methods
- computer vision