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Chi-Yuan Ma

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#artificial intelligence Preprint May 2026

Observation-Aligned Mask Priors for Learning Physical Fields from Authentic Occlusions

Observation-Aligned Mask Priors, a framework that learns the distribution of authentic observation masks and uses it to construct context-query partitions for training from incomplete data, is proposed and demonstrated to be an effective alternative to heuristic masking for learning from incomplete physical observation...

Chi-Yuan Ma, Zi-Han Zhou, Tian Yu · 0 citations

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