publications

2025

1. AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment

   Vishal Nedungadi, Muhammad Akhtar Munir, Marc Rußwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, and Salman Khan

   Accepted to the TerraBytes Workshop at ICML , 2025

   Bib HTML

   @misc{nedungadi2025aircastimprovingairpollution,
     title = {AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment},
     author = {Nedungadi, Vishal and Munir, Muhammad Akhtar and Rußwurm, Marc and Sarafian, Ron and Athanasiadis, Ioannis N. and Rudich, Yinon and Khan, Fahad Shahbaz and Khan, Salman},
     year = {2025},
     eprint = {2502.17919},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2502.17919},
   }

2024

1. 

   MMEarth: Exploring multi-modal pretext tasks for geospatial representation learning

   Vishal Nedungadi, Ankit Kariryaa, Stefan Oehmcke, Serge Belongie, Christian Igel, and Nico Lang

   In European Conference on Computer VisionAccepted at ECCV , 2024

   Bib HTML

   @inproceedings{nedungadi2024mmearth,
     title = {MMEarth: Exploring multi-modal pretext tasks for geospatial representation learning},
     author = {Nedungadi, Vishal and Kariryaa, Ankit and Oehmcke, Stefan and Belongie, Serge and Igel, Christian and Lang, Nico},
     year = {2024},
     booktitle = {European Conference on Computer Vision},
     pages = {164--182},
     organization = {Springer}
   }