Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing

Self-supervised learning guided by masked image modeling, such as masked autoencoder (MAE), has attracted wide attention for pretraining vision transformers in remote sensing. However, MAE tends to excessively focus on pixel details, limiting the model's capacity for semantic understandin...

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Bibliographic Details
Main Authors: Yi Wang, Hugo Hernandez Hernandez, Conrad M Albrecht, Xiao Xiang Zhu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10766851/
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