news
| Aug 18, 2026 | New preprint that has been fun to explore with fantastic collaborators: Beyond Accuracy: Assessing Calibration of Geospatial Foundation Models and Their Sensitivity to Distribution Shifts. We evaluate the sensitivity of geospatial foundation models to distribution shifts, to more holistically assess their performance beyond accuracy. |
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| May 12, 2026 | New preprint: No One Knows the State of the Art in Geospatial Foundation Models. I’m grateful to have been part of this collaboration led by Isaac Corley. There is still so much work to do in EO benchmarking to bridge the gap between academic research and real-world applications. |
| Feb 12, 2026 | New preprint of an idea we have been working on: EO-VAE as a multi sensor tokenizer for Earth observation data: arxiv, code |
| Sep 28, 2025 | I feel very fortunate to have the chance to visit Ando Shah and Prof. John Chuang at UC Berkeley - School of Information for a research stay |