We argue that extracting explicit surfaces from neural unsigned distance fields benefits from multi-pass approaches, as they can refine surface predictions over time! Compared to perfect fields, neural ones have noisy spots which are missed by single-pass meshing techniques.
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HRUDF
High Resolution UDF Meshing via Iterative Networks
If you are at @neuripsconf.bsky.social in San Diego come say hi! I'll be presenting my latest paper "High Resolution UDF Meshing via Iterative Networks" at the poster session on Friday from 11am to 2pmπ§βπ¬
ilceltico.github.io/hrudf/
#NeurIPS2025 #NeurIPS #Research #AI #ComputerVision
03.12.2025 08:18 β π 2 π 0 π¬ 1 π 0