Miguel Espinosa


I am a PhD student at the University of Edinburgh under the SENSE CDT program, and part of the BayesWatch research group, advised by Dr. Elliot J. Crowley.

My current research lies in the intersection of Machine Learning (Computer Vision) and Earth Observation fields.

My research interests are:

  • Diffusion models for Earth Observation.
  • Self-supervised methods for data fusion. Learning semantic representations of satellite images.
  • Adapting foundational models for large domain shift.

selected publications

  1. plain-mamba.png
    PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition
    Chenhongyi Yang, Zehui Chen, Miguel Espinosa, and 4 more authors
    BMVC, 2024
  2. map-sat.png
    Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps
    Miguel Espinosa, and Elliot J. Crowley
    NeurIPS Workshop on Diffusion Models, 2023