PanoGaussian distills panoramic representations into explicit dynamic Gaussians for consistent monocular 4D scene synthesis under large viewpoint variations.
In: ICCV (2025)
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
JacobianAvatar uses neural Jacobian fields with a constrained Poisson solver, signed distance regularization, and deformation-guided flow loss to produce temporally consistent avatars from monocular video.
citing papers explorer
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Unified Panoramic-Gaussian Representation for Monocular 4D Scene Synthesis
PanoGaussian distills panoramic representations into explicit dynamic Gaussians for consistent monocular 4D scene synthesis under large viewpoint variations.
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JacobianAvatar: Temporally Consistent Semi-rigid Avatar Reconstruction from a Monocular Video
JacobianAvatar uses neural Jacobian fields with a constrained Poisson solver, signed distance regularization, and deformation-guided flow loss to produce temporally consistent avatars from monocular video.