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Generative Detail Enhancement for Physically Based Materials
The details it generates are then backpropagated from the enhanced images to the material parameters via inverse differentiable rendering.
A Radiance Field Loss for Fast and Simple Emissive Surface Reconstruction
Building on existing emissive volume reconstruction algorithms, we introduce a subtle yet impactful modification of the loss function requiring changes to only a few lines of code: instead of integrating the radiance field along rays and supervising the resulting images, we project the training images into the scene to directly supervise the spatio-directional radiance field.
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