Publications

@InProceedings{Hanna_2025_ICCV,
    author    = {Hanna, Jo\"elle and Borth, Damian},
    title     = {Know Your Attention Maps: Class-specific Token Masking for Weakly Supervised Semantic Segmentation},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2025},
    pages     = {23763-23772}
}

@article{Aydin2025SARtoRGBTW,
  title={SAR-to-RGB Translation with Latent Diffusion for Earth Observation},
  author={Kaan Aydin and Joelle Hanna and Damian Borth},
  journal={ArXiv},
  year={2025},
  volume={abs/2504.11154},
  url={https://api.semanticscholar.org/CorpusID:277787415}
}

@article{Xiong2024NeuralPF,
  title={Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities},
  author={Zhitong Xiong and Yi Wang and Fahong Zhang and Adam J. Stewart and Joelle Hanna and Damian Borth and Ioannis Papoutsis and Bertrand Le Saux and Gustau Camps-Valls and Xiao Xiang Zhu},
  journal={ArXiv},
  year={2024},
  volume={abs/2403.15356},
  url={https://api.semanticscholar.org/CorpusID:271708675}
}

@article{Mommert2023BenGeEB,
      title={Ben-Ge: Extending Bigearthnet with Geographical and Environmental Data},
      author={Michael Mommert and Nicolas Kesseli and Joelle Hanna and Linus Scheibenreif and Damian Borth and Beg{\"u}m Demir},
      journal={IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium},
      year={2023},
      pages={1016-1019},
      url={https://api.semanticscholar.org/CorpusID:259342658}
    }

@article{Hanna2023PhysicsGuidedML,
      title={Physics-Guided Multitask Learning for Estimating Power Generation and CO2 Emissions From Satellite Imagery},
      author={Joelle Hanna and Damian Borth and Michael Mommert},
      journal={IEEE Transactions on Geoscience and Remote Sensing},
      year={2023},
      volume={61},
      pages={1-12},
      url={https://api.semanticscholar.org/CorpusID:259300032}
    }

@article{Hanna2023SparseMV,
  title={Sparse Multimodal Vision Transformer for Weakly Supervised Semantic Segmentation},
  author={Joelle Hanna and Michael Mommert and Damian Borth},
  journal={2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  year={2023},
  pages={2145-2154},
  url={https://api.semanticscholar.org/CorpusID:260911594}}

@article{Scheibenreif2022SelfsupervisedVT,
  title={Self-supervised Vision Transformers for Land-cover Segmentation and Classification},
  author={Linus Scheibenreif and Joelle Hanna and Michael Mommert and Damian Borth},
  journal={2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  year={2022},
  pages={1421-1430},
  url={https://api.semanticscholar.org/CorpusID:249916739}
}

@inproceedings{hanna2021multitask,
  title={Multitask learning for estimating power plant greenhouse gas emissions from satellite imagery},
  author={Hanna, Jo{\"e}lle and Mommert, Michael and Scheibenreif, Linus Mathias and Borth, Damian},
  year={2021},
  organization={Tackling Climate Change with Machine Learning workshop at NeurIPS.}
}

@article{Mommert2021PowerPC,
  title={Power Plant Classification from Remote Imaging with Deep Learning},
  author={Michael Mommert and Linus Scheibenreif and Joelle Hanna and Damian Borth},
  journal={2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS},
  year={2021},
  pages={6391-6394},
  url={https://api.semanticscholar.org/CorpusID:236318275}
}

@article{Miz2020WhatIT,
  title={What is Trending on Wikipedia? Capturing Trends and Language Biases Across Wikipedia Editions},
  author={Volodymyr Miz and Joelle Hanna and Nicolas Aspert and Benjamin Ricaud and Pierre Vandergheynst},
  journal={Companion Proceedings of the Web Conference 2020},
  year={2020},
  url={https://api.semanticscholar.org/CorpusID:211133022}
}