Kathan Shah

SPDER: Semiperiodic Damping-Enabled Object Representation

We present a neural network architecture designed to naturally learn a positional embedding and overcome the spectral bias towards lower frequencies faced by conventional implicit neural representation networks. Our proposed architecture, SPDER, is a simple MLP that uses an activation function compo…