Instance-Level Few-Shot Learning With Class Hierarchy Mining
Few-shot learning is proposed to tackle the problem of scarce training data in novel classes. However, prior works in instance-level few-shot learning have paid less attention to effectively utilizing the relationship between categories. In this paper, we exploit the hierarchical information to leve...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 20., Seite 2374-2385
|
|---|
| 1. Verfasser: |
Nguyen Vu, Anh-Khoa
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Do, Thanh-Toan,
Nguyen, Nhat-Duy,
Nguyen, Vinh-Tiep,
Ngo, Thanh Duc,
Nguyen, Tam V |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2023
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
|
|---|
| Schlagworte: | Journal Article |
|---|