Decouple and weight semi-supervised semantic segmentation of remote sensing images

Author:

Huang Wei,Shi Yilei,Xiong Zhitong,Zhu Xiao XiangORCID

Funder

BMBF Bonn

BMWK

Bundesministerium für Wirtschaft und Klimaschutz

Munich Center for Machine Learning

Deutsche Forschungsgemeinschaft

Publisher

Elsevier BV

Reference58 articles.

1. Alonso, I., Sabater, A., Ferstl, D., Montesano, L., Murillo, A.C., 2021. Semi-supervised semantic segmentation with pixel-level contrastive learning from a class-wise memory bank. In: Proceedings of the IEEE/CVF International Conference on Computer Vision. pp. 8219–8228.

2. Pseudo-labeling and confirmation bias in deep semi-supervised learning;Arazo,2020

3. Revisiting consistency regularization for semi-supervised change detection in remote sensing images;Bandara,2022

4. Bengio, Y., Louradour, J., Collobert, R., Weston, J., 2009. Curriculum learning. In: Proceedings of the 26th Annual International Conference on Machine Learning. pp. 41–48.

5. Debiased self-training for semi-supervised learning;Chen;Adv. Neural Inf. Process. Syst.,2022

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