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Cite

If you use this code or the released weights, please cite:

@article{sebaq2024rsdiff,
  title   = {RSDiff: remote sensing image generation from text using diffusion model},
  author  = {Sebaq, Ahmad and ElHelw, Mohamed},
  journal = {Neural Computing and Applications},
  volume  = {36},
  number  = {36},
  pages   = {23103--23111},
  year    = {2024},
  doi     = {10.1007/s00521-024-10363-3}
}

A machine-readable CITATION.cff is provided at the repository root.

@article{saharia2022imagen,
  title   = {Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding},
  author  = {Saharia, Chitwan and others},
  journal = {NeurIPS},
  year    = {2022}
}

@article{ho2020ddpm,
  title   = {Denoising Diffusion Probabilistic Models},
  author  = {Ho, Jonathan and Jain, Ajay and Abbeel, Pieter},
  journal = {NeurIPS},
  year    = {2020}
}

@article{ho2022cfg,
  title   = {Classifier-Free Diffusion Guidance},
  author  = {Ho, Jonathan and Salimans, Tim},
  journal = {NeurIPS Workshop},
  year    = {2022}
}

@article{lu2018rsicd,
  title   = {Exploring Models and Data for Remote Sensing Image Caption Generation},
  author  = {Lu, Xiaoqiang and Wang, Binqiang and Zheng, Xiangtao and Li, Xuelong},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
  year    = {2018}
}

License

Code: Apache 2.0. See LICENSE. The released weights were trained on RSICD, whose commercial terms are unresolved; see docs/LICENSE_AUDIT.md.