Semi-Supervised Learning Methods

General • 23 methods

Semi-Supervised Learning methods leverage unlabelled data as well as labelled data to increase performance on machine learning tasks. Below you can find a continuously updating list of semi-supervised learning methods (this may have overlap with self-supervised methods due to evaluation protocol similarity).

Method Year Papers
2019 85
2018 68
2020 36
2019 23
2020 23
2020 7
2020 5
2020 3
2020 3
2020 3
2020 3
2020 2
2019 1
2021 1
2020 1
2020 1
2020 1
2021 1
2020 1
2020 1