DeblurNVS restores geometric representations via latent diffusion to enable high-fidelity novel view synthesis directly from sparse motion-blurred inputs.
R3evision: A survey on robust rendering, restoration, and enhancement for 3d low-level vision
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Lumos3D enables pose-free single-forward restoration of low-light 3D scenes via cross-illumination distillation from a teacher network and a custom Lumos loss on 3D Gaussians.
citing papers explorer
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DeblurNVS: Geometric Latent Diffusion for Novel View Synthesis from Sparse Motion-Blurred Images
DeblurNVS restores geometric representations via latent diffusion to enable high-fidelity novel view synthesis directly from sparse motion-blurred inputs.
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Lumos3D: A Single-Forward Framework for Low-Light 3D Scene Restoration
Lumos3D enables pose-free single-forward restoration of low-light 3D scenes via cross-illumination distillation from a teacher network and a custom Lumos loss on 3D Gaussians.