ICLR 2026 Workshop ML4RS Tiny Track Submissions

Label-Efficient Change Detection with Precomputed Satellite Embeddings under Spatial and Temporal Shift
Preetam Chhimpa
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tiny)
- Readers: Everyone
Physically Informed Deep Learning for Predicting Tropical Cyclone Risk in a Warming Climate
Hyunjeong Kim
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tiny)
- Readers: Everyone
Addressing SAR Ship Class Imbalance via Targeted Oversampling of Foundation Model Embeddings
Ch Muhammad Awais, Marco Reggiannini, Davide Moroni, Oktay Karakus
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tiny)
- Readers: Everyone
Improving Satellite-based Wildfire Smoke Plume Detection with Deep Ensembles
Annabel Wade, Rey Koki, Christina Kumler-Bonfanti, Dale Durran
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tiny)
- Readers: Everyone
The Robustness of Natural Image Priors in Remote Sensing: A Zero-Shot VAE Study
Zhenyuan Chen, Feng Zhang
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tiny)
- Readers: Everyone
WHAT BREAKS IN PRACTICE? A FAILURE TAXONOMY FOR FOUNDATION MODELS IN REMOTE SENSING
Mahule Roy, Subhas Roy
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Tiny)
- Readers: Everyone