A Sampling Theory Perspective on Activations for Implicit Neural Representations

Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko +2

Implicit Neural Representations (INRs) have gained popularity for encoding signals as compact, differentiable entities. While commonly using techniques like Fourier positional enco…