DANTE-W fuses generative albedo priors and neural rendering to recover clean diffuse albedo textures from unstructured in-the-wild image collections for reconstructed meshes.
Advances in Neural Information Processing Systems35, 22856–22869 (2022)
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LSRM scales transformer context windows with native sparse attention and geometric routing to deliver high-fidelity feed-forward 3D reconstruction and inverse rendering that approaches dense optimization quality.
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DANTE-W: Diffuse Albedo Neural Texturing in the Wild
DANTE-W fuses generative albedo priors and neural rendering to recover clean diffuse albedo textures from unstructured in-the-wild image collections for reconstructed meshes.
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LSRM: High-Fidelity Object-Centric Reconstruction via Scaled Context Windows
LSRM scales transformer context windows with native sparse attention and geometric routing to deliver high-fidelity feed-forward 3D reconstruction and inverse rendering that approaches dense optimization quality.