Diagnosing Ensemble Few-Shot Classifiers
The base learners and labeled samples (shots) in an ensemble few-shot classifier greatly affect the model performance. When the performance is not satisfactory, it is usually difficult to understand the underlying causes and make improvements. To tackle this issue, we propose a visual analysis metho...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - 28(2022), 9 vom: 14. Sept., Seite 3292-3306
|
|---|
| 1. Verfasser: |
Yang, Weikai
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Ye, Xi,
Zhang, Xingxing,
Xiao, Lanxi,
Xia, Jiazhi,
Wang, Zhongyuan,
Zhu, Jun,
Pfister, Hanspeter,
Liu, Shixia |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2022
|
|---|
| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
|
|---|
| Schlagworte: | Journal Article |
|---|