AI RESEARCH
StruMPL: Multi-task Dense Regression under Disjoint Partial Supervision and MNAR Labels
arXiv CS.AI
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ArXi:2605.19931v1 Announce Type: cross Estimating forest aboveground biomass (AGB) from Earth observation combines two structurally incompatible label sources: spaceborne lidar provides canopy structure at millions of locations but no biomass estimate, and ground-based plots provide biomass at thousands of biased locations but no metrics of structure. No single