Author

Tin Hadži Veljković

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#machine learning Jan 2026

CORDS: Continuous Representations of Discrete Structures

This work presents an invertible mapping that transforms a set of spatial objects into continuous fields: a density field that encodes object locations and count, and a feature field that carries their attributes over the same support, which allows robust handling of unknown set sizes with competitive accuracy.

Tin Hadži Veljković, Erik Bekkers, Michael Tiemann et al. · arXiv.org · 1 citation