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An unofficial pytorch implementation of 《Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains》

fourier-feature-networks

An unofficial pytorch implementation of 《Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains》 Which replace MLP with SIREN make training process much faster.

Example

After 500 iters (It only took 10s on TiTAN XP):

Origin Recon
origin recon