most citedOReole-FM: successes and challenges toward billion-parameter foundation models for high-resolution satellite imagery

11 citations · 12 across the 5 of their papers we have counts for

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cs.AI2026

Electronic Navigational Chart Change Classification

Jacob Arndt, Abhishek Potnis, Alexandre Sorokine

Electronic Navigational Charts (ENCs) are geospatial vector datasets used in maritime navigation systems that represent hydrographic and navigational information such as depths, na…

cs.AI2024★ 1 cited

Pretraining Billion-scale Geospatial Foundational Models on Frontier

Aristeidis Tsaris, Philipe Ambrozio Dias, Abhishek Potnis +3

As AI workloads increase in scope, generalization capability becomes challenging for small task-specific models and their demand for large amounts of labeled training samples incre…