AINeutralarXiv – CS AI · 8h ago6/10
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Optical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning
Researchers propose an optical-guided neural collapse framework for SAR few-shot class incremental learning that addresses data scarcity and catastrophic forgetting by transferring geometric structure from optical imagery to SAR domain. The method achieves superior performance on benchmark datasets while maintaining better feature compactness and inter-class separability compared to existing FSCIL approaches.