Parsa Mojarad Adi

Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks

Implicit neural representations (INRs) use neural networks to provide continuous and resolution-independent representations of complex signals with a small number of parameters. However, existing INR models often fail to capture important frequency components specific to each task. To address this i…