| SSM | State-Space Model |
| CNN | Convolutional Neural Network |
| CBAM | Convolutional Block Attention Module |
| SAR | Synthetic Aperture Radar |
| FPN | Feature Pyramid Network |
| LLM | Large Language Model |
| KG | Knowledge Graph |
| ADSFNet | Adaptive Difference State-Space Fusion Network |
| ADAF | Adaptive Difference Attention Fusion |
| HSSC | Hybrid Selective State-Space Convolution |