A General Dynamic Knowledge Distillation Method for Visual Analytics

Existing knowledge distillation (KD) method normally fixes the weight of the teacher network, and uses the knowledge from the teacher network to guide the training of the student network no-ninteractively, thus it is called static knowledge distillation (SKD). SKD is widely used in model compression...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - PP(2022) vom: 13. Okt.
1. Verfasser: Tu, Zhigang (VerfasserIn)
Weitere Verfasser: Liu, Xiangjian, Xiao, Xuan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article