Paper | Code | NME | ModelName | ReleaseDate |
---|---|---|---|---|
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints | ✓ Link | 5.24 | AutoLink | 2022-05-21 |
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation | ✓ Link | 6.18 | GANSeg | 2021-12-02 |
Unsupervised Learning of Object Landmarks through Conditional Image Generation | ✓ Link | 8.74 | IMM | 2018-06-20 |
Unsupervised Part-Based Disentangling of Object Shape and Appearance | ✓ Link | 11.41 | Lorenz2019unsupervised | 2019-03-16 |
Unsupervised Part Segmentation through Disentangling Appearance and Shape | 12.26 | UPSDAS | 2021-05-26 | |
SCOPS: Self-Supervised Co-Part Segmentation | ✓ Link | 15.01 | SCOPS | 2019-05-03 |
Deep Feature Factorization For Concept Discovery | ✓ Link | 31.30 | DFF | 2018-06-26 |
Unsupervised learning of object landmarks by factorized spatial embeddings | ✓ Link | 31.3 | ULD | 2017-05-05 |
Unsupervised Discovery of Object Landmarks as Structural Representations | ✓ Link | 40.82 | LMDIS-REP | 2018-04-12 |