Add link to paper, code and citation

README.md

@@ -1,10 +1,10 @@
 ---
+base_model: black-forest-labs/FLUX.1-dev
+library_name: diffusers
 license: other
 license_name: flux-1-dev-non-commercial-license
 license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
-library_name: diffusers
 pipeline_tag: text-to-image
-base_model: black-forest-labs/FLUX.1-dev
 tags:
 - diffusers
 - flux
@@ -16,16 +16,19 @@ tags:
 
 # FLUX-RS
 
+[**Paper**](https://huggingface.co/papers/2603.21783) | [**Code**](https://github.com/bxuanz/SHARP)
+
 FLUX-RS is a remote sensing text-to-image checkpoint obtained by fine-tuning `black-forest-labs/FLUX.1-dev` on a curated remote sensing corpus. It is designed to improve semantic alignment and visual realism for aerial and satellite scene synthesis, especially in settings that require dense structural details such as buildings, roads, vehicles, farmland parcels, and waterfront layouts.
 
 This model serves as the domain-specialized generative prior used in **SHARP**: *Spectrum-aware Highly-dynamic Adaptation for Resolution Promotion in Remote Sensing Synthesis*.
 
 ## Model Summary
 
-- Base model: `black-forest-labs/FLUX.1-dev`
-- Model type: Diffusers `FluxPipeline`
-- Domain: remote sensing text-to-image generation
-- Intended use: research, evaluation, and remote sensing synthesis experiments
+- **Developed by:** Bingxuan Zhao, Qing Zhou, Chuang Yang, and Qi Wang
+- **Base model:** `black-forest-labs/FLUX.1-dev`
+- **Model type:** Diffusers `FluxPipeline`
+- **Domain:** Remote sensing text-to-image generation
+- **Intended use:** Research, evaluation, and remote sensing synthesis experiments
 
 ## Usage
 
@@ -64,7 +67,20 @@ python run_sharp.py \
   --height 1024
 ```
 
-## License
+## Citation
+
+```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},
+}
+```
 
-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.
+## License
 
+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.