ICLR 2026PastAI for science

4th ICLR Workshop on Machine Learning for Remote Sensing (Tiny Track)

ML4RS @ ICLR 2026 (Tiny)

Submission deadline
Feb 7, 2026, 11:59 UTC
OpenReview-synced 2026-02-07 11:59 UTC (as of 2026-06-23) — extensions on OpenReview are applied automatically; verify on the website.
Submission portal
OpenReview
Notes
Topics were auto-suggested and may be imprecise — edits welcome.

Accepted papers (6)

Fetched from OpenReview (v2) on 2026-06-10.

  1. Addressing SAR Ship Class Imbalance via Targeted Oversampling of Foundation Model Embeddings

    Ch Muhammad Awais, Marco Reggiannini, Davide Moroni, Oktay Karakus · PDF
  2. Improving Satellite-based Wildfire Smoke Plume Detection with Deep Ensembles

    Annabel Wade, Rey Koki, Christina Kumler-Bonfanti, Dale Durran · PDF
  3. Label-Efficient Change Detection with Precomputed Satellite Embeddings under Spatial and Temporal Shift

    Preetam Chhimpa · PDF
  4. Physically Informed Deep Learning for Predicting Tropical Cyclone Risk in a Warming Climate

    Hyunjeong Kim · PDF
  5. The Robustness of Natural Image Priors in Remote Sensing: A Zero-Shot VAE Study

    Zhenyuan Chen, Feng Zhang · PDF
  6. WHAT BREAKS IN PRACTICE? A FAILURE TAXONOMY FOR FOUNDATION MODELS IN REMOTE SENSING

    Mahule Roy, Subhas Roy · PDF