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Seeing implicit neural representations as fourier series

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cs.LG 1

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2025 1

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CONDITIONAL 1

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Neural Functions for Learning Periodic Signal

cs.LG · 2025-06-11 · conditional · novelty 6.0

NeRT factorizes periodic signals into a sine-based periodic factor and an unbounded scale factor, enabling extrapolation beyond the training range on several periodic benchmarks.

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  • Neural Functions for Learning Periodic Signal cs.LG · 2025-06-11 · conditional · none · ref 1

    NeRT factorizes periodic signals into a sine-based periodic factor and an unbounded scale factor, enabling extrapolation beyond the training range on several periodic benchmarks.