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Independent Samples, Correlated Variance A Learnable Cross-View Cue in Path-Traced Stereo Data

Lin, Po-Ting
arXiv (All) · Papers
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computer-vision-and-pattern-recognitiongraphics
Path-traced synthetic stereo is a primary training substrate for disparity networks, and the pipelines that consume it assume Monte~Carlo (MC) rendering noise is independent across the two views. The assumption is correct at the level it is stated---individual samples---but silent about the object a
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