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HyperAI Super Neural
HyperAI Super Neural
Jun 10, 2026 · Artificial Intelligence

Pixel‑Level Foundation Model for Earth Observation Sets New SOTA Across Tasks, Excelling with Sparse Labels

A joint team from Cambridge, Aalto and Bristol introduces TESSERA, a pixel‑level remote‑sensing foundation model that leverages a Barlow‑Twins self‑supervised scheme and a novel d‑pixel data organization to achieve state‑of‑the‑art accuracy on classification, segmentation and regression tasks, especially when annotations are scarce.

Sentinel-1Sentinel-2d-pixel
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Pixel‑Level Foundation Model for Earth Observation Sets New SOTA Across Tasks, Excelling with Sparse Labels