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20242026
most citedContinuous Field Reconstruction from Sparse Observations with Implicit Neural Networks

6 citations · 7 across the 4 of their papers we have counts for

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cs.LG2026

Refined Grid Sampling for Efficient Implicit Neural Representations of Large-Scale Scientific Data

Guang Zhao, Xihaier Luo, Sean McCue +5

Implicit neural representations (INRs) offer a powerful framework for modeling high-dimensional physical fields, but their training remains inefficient because evaluating dense coo…