Building and road detection from remote sensing images based on weights adaptive multi-teacher collaborative distillation using a fused knowledge

Knowledge distillation is one effective approach to compress deep learning models. However, the current distillation methods are relatively monotonous. There are still rare studies about the combination of distillation strategies using multiple types of knowledge and employing multiple teacher model...

Full description

Bibliographic Details
Main Authors: Ziyi Chen, Liai Deng, Jing Gou, Cheng Wang, Jonathan Li, Dilong Li
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223003461