Efficient Masked Autoencoders With Self-Consistency
Inspired by the masked language modeling (MLM) in natural language processing tasks, the masked image modeling (MIM) has been recognized as a strong self-supervised pre-training method in computer vision. However, the high random mask ratio of MIM results in two serious problems: 1) the inadequate d...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 12 vom: 05. Nov., Seite 8743-8757
|
|---|
| 1. Verfasser: |
Li, Zhaowen
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Zhu, Yousong,
Chen, Zhiyang,
Li, Wei,
Zhao, Rui,
Zhao, Chaoyang,
Tang, Ming,
Wang, Jinqiao |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2024
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
|
|---|
| Schlagworte: | Journal Article |
|---|