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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xueru Bai

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2026

Dynamic Feature-Fusion Network for Few-Shot Open-Set SAR Jamming Recognition

The rise of cognitive electronic warfare has made synthetic aperture radar (SAR) systems increasingly vulnerable to active jamming, demanding intelligent perception and decision-making under uncertainty. This work formulates SAR jamming recognition as a cognitive sensing problem and proposes a Dynamic Feature-Fusion Ne...

Jin-Biao Du, Wei-Wei Fan, Xin-Yu He et al. · 0 citations
Open access Jul 2026

Miles: Metric Learning With Expandable Subspace for Pre-Trained Model-Based Class-Incremental Learning

Miles decouples the learnable modules with the pre-trained model, exploiting prior information from intermediate features of the backbone network to enable more flexible parameter expansion, and orchestrating an efficient expansion of the parameter space through guided optimization.

Kai Jiang, Zisong Lin, Hongyuan Zhang et al. · 0 citations

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