3 papers
cs.GR2024
Single Edge Collapse Quad-Dominant Mesh Reduction
Julian Knodt
Mesh reduction using quadric error metrics is the industry standard for producing level-of-detail (LOD) geometry for meshes. Although industry tools produce visually excellent LODs…
cs.LG2022
Structural Dropout for Model Width Compression
Julian Knodt
Existing ML models are known to be highly over-parametrized, and use significantly more resources than required for a given task. Prior work has explored compressing models offline…
cs.CV2022
Continuous Dynamic-NeRF: Spline-NeRF
Julian Knodt
The problem of reconstructing continuous functions over time is important for problems such as reconstructing moving scenes, and interpolating between time steps. Previous approach…