Semi-Supervised Learning Methods

General • 27 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 126
2018 93
2020 71
2019 30
2020 28
2006 25
2022 25
2022 23
2020 13
2020 8
2020 8
2020 7
2020 5
2020 4
2020 4
2020 4
2023 2
2019 1
2021 1
2020 1
2020 1
2020 1
2021 1
2020 1