Vishal Nedungadi

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I am Vishal Nedungadi, currently a PhD student at Wageningen University and Research, where I am supervised by Ioannis N. Athanasiadis and Marc Rußwurm. Prior to this I was working in several research labs as follows:

Before these research visits, I completed my Master’s degree (July 2023) in Machine Learning from KTH, Stockholm, Sweden.

My research interests encompass Deep Learning and Computer Vision, with a recent focus on practical Machine Learning applications (environmentally focused), particularly in Remote Sensing and what I like to call eco-conscious AI. My current research has led me to have a specific interest in multi-modal learning and representation learning. I am currently trying to understand more about embeddings and what they can do.

Feel free to reach out to me for potential research collaborations.

news

May 19, 2025 New preprint AirCast is out !!!
Aug 12, 2024 MMEarth has been accepted to ECCV’24 !!!

selected publications

  1. mmearth.png
    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
  2. 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
    Preprint under review , 2025