Search Results for author: Meiguang Zheng

Found 3 papers, 0 papers with code

MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization

no code implementations27 Nov 2023 Can Sun, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng, Bo Xu

The single domain generalization(SDG) based on meta-learning has emerged as an effective technique for solving the domain-shift problem.

Domain Generalization Meta-Learning

Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification

no code implementations26 Nov 2023 Bo Xu, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng

In current synthetic aperture radar (SAR) object classification, one of the major challenges is the severe overfitting issue due to the limited dataset (few-shot) and noisy data.

Self-Knowledge Distillation

Dual-stream contrastive predictive network with joint handcrafted feature view for SAR ship classification

no code implementations26 Nov 2023 Xianting Feng, Hao Zheng, Zhigang Hu, Liu Yang, Meiguang Zheng

Most existing synthetic aperture radar (SAR) ship classification technologies heavily rely on correctly labeled data, ignoring the discriminative features of unlabeled SAR ship images.

Transfer Learning

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