Publications

2022

1. Convolutional Neural Processes for Inpainting Satellite Images: Application to Water Body Segmentation

   Pondaven, Alexander, Bakler, Märt, Guo, Donghu, Hashim, Hamzah, Ignatov, Martin G, Bhatt, Samir, Flaxman, Seth, Mishra, Swapnil, Alhajjar, Elie, and Zhu, Harrison

   In NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning 2022

   Bib HTML Slides

   @inproceedings{pondaven2022convolutional,
     title = {Convolutional Neural Processes for Inpainting Satellite Images: Application to Water Body Segmentation},
     author = {Pondaven, Alexander and Bakler, Märt and Guo, Donghu and Hashim, Hamzah and Ignatov, Martin G and Bhatt, Samir and Flaxman, Seth and Mishra, Swapnil and Alhajjar, Elie and Zhu, Harrison},
     booktitle = {NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning},
     url = {https://www.climatechange.ai/papers/neurips2022/24},
     year = {2022},
   }

2. Convolutional Neural Processes for Inpainting Satellite Images (*)

   Pondaven, Alexander, Bakler, Märt, Guo, Donghu, Hashim, Hamzah, Ignatov, Martin, and Zhu, Harrison

   2022

   arXiv Bib Slides

   @misc{convnpinpainting,
     doi = {10.48550/ARXIV.2205.12407},
     author = {Pondaven, Alexander and Bakler, Märt and Guo, Donghu and Hashim, Hamzah and Ignatov, Martin and Zhu, Harrison},
     keywords = {Computer Vision and Pattern Recognition (cs.CV), Machine Learning (cs.LG), FOS: Computer and information sciences, FOS: Computer and information sciences},
     title = {Convolutional Neural Processes for Inpainting Satellite Images (*)},
     publisher = {arXiv},
     year = {2022},
     copyright = {Creative Commons Attribution 4.0 International},
   }