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Author

Jiangtao Peng

2 papers indexed here

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2026

SSLANet: A Frequency–Spatial Visual System for Efficient Hyperspectral Image Classification

Hyperspectral image classification requires a compact representation that can jointly capture discriminative spectral cues, local spatial structures, and efficient inference behavior under limited annotations. Existing CNN-based methods provide effective local pattern extraction but are less capable of modeling long-ra...

Xiao-Fei Yang, Rui-Ying Zhang, Wei-Jia Cao et al. · 0 citations
Jul 2026

Generalization Error Bounds for Multiple-Source Domain Adaptation

A theoretical analysis framework for multiple-source domain adaptation based on covering numbers in statistical learning theory is provided and an adversarial multiple feature spaces adaptation network (AMFSAN) is proposed for MDA according to the theoretical results.

Na Chen, Deliang Zhu, Yu-Jie Ning et al. · 0 citations

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