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Jan Philipp Schneider

2 accepted papers

2025

Neural Atlas Graphs for Dynamic Scene Decomposition and Editing

NeurIPS 2025spotlight

Learning editable high-resolution scene representations for dynamic scenes is an open problem with applications across the domains from autonomous driving to creative editing - the most successful approaches today make a trade-off between editability and supporting scene complexity: neural atlases r…

Cited by 0SourcecodeScholar
2024

Implicit Representations for Constrained Image Segmentation

ICML 2024poster

Implicit representations allow to use a parametric function that maps (spatial) coordinates to the value that is traditionally stored in each pixel, e.g. RGB values, instead of a discrete grid. This has recently proven quite advantageous as an internal representation for images or scenes for deep le…

Cited by 2SourcePDFScholar