Search Results for author: Julian Knodt

Found 5 papers, 4 papers with code

Consistent Mesh Diffusion

no code implementations1 Dec 2023 Julian Knodt, Xifeng Gao

Given a 3D mesh with a UV parameterization, we introduce a novel approach to generating textures from text prompts.

Structural Dropout for Model Width Compression

1 code implementation13 May 2022 Julian Knodt

At inference time, a non-expert can select a memory versus accuracy trade-off that best suits their needs, across a wide range of highly compressed versus more accurate models.

Continuous Dynamic-NeRF: Spline-NeRF

1 code implementation25 Mar 2022 Julian Knodt

We propose a new architecture for function reconstruction based on classical Bezier splines, which ensures $C^0$ and $C^1$-continuity, where $C^0$ continuity is that $\forall c:\lim\limits_{x\to c} f(x) = f(c)$, or more intuitively that there are no breaks at any point in the function.

Neural Ray-Tracing: Learning Surfaces and Reflectance for Relighting and View Synthesis

1 code implementation28 Apr 2021 Julian Knodt, Joe Bartusek, Seung-Hwan Baek, Felix Heide

Recent neural rendering methods have demonstrated accurate view interpolation by predicting volumetric density and color with a neural network.

Neural Rendering

Neural Scene Graphs for Dynamic Scenes

2 code implementations CVPR 2021 Julian Ost, Fahim Mannan, Nils Thuerey, Julian Knodt, Felix Heide

Recent implicit neural rendering methods have demonstrated that it is possible to learn accurate view synthesis for complex scenes by predicting their volumetric density and color supervised solely by a set of RGB images.

Neural Rendering

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