2nd Workshop on Advances in Representation Learning for Earth Observation

Formatting

Submissions must follow the NeurIPS formatting guidelines, with the exception of the page limit: up to 4 pages for the Research Track and up to 1 page for the Highlights Track summary (references and appendices excluded). The checklist is not required for any track. Please use the official NeurIPS LaTeX template. Submissions not following the official template risk a desk rejection.

When using the template, please adjust the following:

• Set the workshop title:
  \workshoptitle{2nd Workshop on Advances in Representation Learning for Earth Observation}
• For a Research Track submission (novel work), uncomment the double-blind reviewing option ("6. Workshop with double-blind reviewing"):
  \usepackage[dblblindworkshop]{neurips_2026}
• For a Highlights Track submission (published work), uncomment the single-blind reviewing option ("5. Workshop with single-blind reviewing"):
  \usepackage[sglblindworkshop]{neurips_2026}
• For the camera-ready paper, uncomment the final option, e.g.
  \usepackage[dblblindworkshop, final]{neurips_2026}
• Remove the checklist for any submission:
  \newpage
\input{checklist.tex}

Anonymity

Research Track submissions are reviewed double-blind: remove author names, affiliations, acknowledgements, and any identifying links or metadata from the PDF. Non-anonymized submissions risk a desk rejection. Highlights Track submissions are reviewed single-blind and need not be anonymized.

Dual Submissions

REO-2 is non-archival, so concurrent submission to archival venues is permitted from our side, in line with the NeurIPS 2026 dual submission policy. Please do not submit the same work to multiple NeurIPS 2026 workshops. Upon request, we do not publish accepted papers online if this would hinder a submission to an archival venue.

Use of LLMs

We follow the NeurIPS 2026 LLM policy. Disclose LLM or agent use where it is an important, original, or non-standard component of the approach; routine editing and basic code assistance need not be disclosed. LLMs cannot be authors, and authors remain fully responsible for the correctness and originality of their submission, including all citations.

Registration & Code of Conduct

Presentation is in person, so at least one author of each accepted paper needs to attend the workshop in Paris. All participants are bound by the NeurIPS Code of Conduct.

Volunteer Reviewers

We welcome volunteer reviewers. If you would like to review for REO-2, please email loic.landrieu@enpc.fr.