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Deep Learning SIREN: Sinusoidal Representation Networks for Implicit Neural Representations
Implicit neural representations have emerged as a compelling alternative to conventional digital signal representations. By parameterizing signals with neural networks, this paradigm offers numerous potential advantages. However, traditional network architectures…