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README.md

@@ -20,6 +20,11 @@ FLUX-RS is a remote sensing text-to-image checkpoint obtained by fine-tuning `bl
 
 This model serves as the domain-specialized generative prior used in **SHARP**: *Spectrum-aware Highly-dynamic Adaptation for Resolution Promotion in Remote Sensing Synthesis*.
 
+## Related Resources
+
+- Research paper: [SHARP: Spectrum-aware Highly-dynamic Adaptation for Resolution Promotion in Remote Sensing Synthesis](https://arxiv.org/pdf/2603.21783)
+- Official SHARP GitHub repository: [bxuanz/SHARP](https://github.com/bxuanz/SHARP)
+
 ## Model Summary
 
 - Base model: `black-forest-labs/FLUX.1-dev`
@@ -54,7 +59,7 @@ image.save("flux_rs_sample.png")
 
 ### With SHARP
 
-For dynamic resolution promotion and the paper-aligned inference pipeline, use the SHARP codebase:
+For dynamic resolution promotion and the paper-aligned inference pipeline, use the official SHARP codebase:
 
 ```bash
 python run_sharp.py \
@@ -68,3 +73,18 @@ python run_sharp.py \
 
 This checkpoint is derived from `black-forest-labs/FLUX.1-dev`. Please follow the license and usage terms associated with the base model when using or redistributing FLUX-RS.
 
+## Citation
+
+If you use FLUX-RS or SHARP in research, please cite:
+
+```bibtex
+@misc{zhao2026sharpspectrumawarehighlydynamicadaptation,
+      title={SHARP: Spectrum-aware Highly-dynamic Adaptation for Resolution Promotion in Remote Sensing Synthesis},
+      author={Bingxuan Zhao and Qing Zhou and Chuang Yang and Qi Wang},
+      year={2026},
+      eprint={2603.21783},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2603.21783},
+}
+```