A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Lukas Radl, Michael Steiner, Mathias Parger, et al.
StopThePop introduces a hierarchical rasterization approach for 3D Gaussian Splatting that eliminates popping artifacts and view inconsistencies with minimal overhead, enabling faster rendering and reduced memory.
Matthias Zwicker, Jussi Räsänen, Mario Botsch, et al.
A novel point rendering algorithm using homogeneous coordinates for perspective-correct splatting with EWA filtering and GPU implementation.
Matthias Zwicker, Hanspeter Pfister, Jeroen van Baar, et al.
EWA splatting introduces a resampling filter framework using elliptical Gaussian kernels for high-quality, alias-free rendering of volume and point-sampled surface data.
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The paper identifies gradient collision in 3D Gaussian Splatting's adaptive density control and proposes a method to recover fine details.
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GaussianPro introduces progressive propagation to improve 3D Gaussian Splatting's rendering quality and robustness when initial point clouds are sparse or incomplete.
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This survey comprehensively reviews 3D Gaussian Splatting, covering its technologies, challenges, and opportunities for becoming a mainstream 3D representation method.
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First application of 3D Gaussian Splatting in monocular SLAM, enabling live 3fps dense mapping and tracking from a single camera.
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This paper introduces DiffGS, a method that represents Gaussian Splatting as functions and trains a latent diffusion model to generate these functions, enabling 3D generation.
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CF3DGS jointly optimizes 3D Gaussian Splatting and camera poses without requiring COLMAP initialization, enabling efficient novel view synthesis from unposed images.
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This survey provides a comprehensive overview of 3D Gaussian splatting, a transformative technique in radiance fields that uses millions of learnable 3D Gaussians for efficient and high-quality scene representation.
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Mip-splatting introduces alias-free 3D Gaussian splatting to eliminate artifacts in novel view synthesis by addressing minification and magnification issues.
Baihan Yang, Tiexin Li, Yuheng Liu, et al.
GaussianSelector is a training-free framework for interactive 3D object selection from sparse views and scribbles, using graph optimization on Gaussian primitives.