Implicit‑ARAP enables handle‑guided deformation directly on neural signed distance fields, achieving near‑real‑time interaction and preserving high‑frequency detail. Read more: https://getnews.me/implicit-arap-efficient-handle-guided-neural-field-deformation/ #neuralfields #arap

Researchers introduced a neural‑field reformulation of 4DVAR that encodes the state, enabling parallel‑in‑time optimisation. It was tested on a 2‑D Navier‑Stokes flow benchmark. Read more: https://getnews.me/neural-field-reparameterization-improves-4dvar-data-assimilation/ #neuralfields #4dvar

MedFuncta encodes scans into a 1‑D latent vector to condition a shared network, cutting memory while preserving high‑resolution reconstruction. Code and MedNF dataset released. https://getnews.me/medfuncta-framework-advances-large-scale-medical-neural-fields/ #medfuncta #neuralfields

A new mesh‑free RBF framework solves neural field equations on curved surfaces with high‑order accuracy, avoiding mesh generation. Tests show convergence improves with node density. Read more: https://getnews.me/radial-basis-functions-improve-neural-field-modeling-on-surfaces/ #neuralfields #rbf

Native and Compact Structured Latents for 3D Generation
Hao Zhao, Hongyuan Zhu et al.
Paper
Details
#3DGeneration #LatentSpace #NeuralFields