Coordinate-Based Interpolation - Research Notebook

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\boldsymbol{f} : \mathbb{R}^{D_s}\times\mathbb{R}^+\times\mathbb{R}^{D_\theta}\rightarrow\mathbb{R}^{D_z}

Functa: A Physics-Informed Introduction
Why naive MLPs don’t work - FF, SIREN
Spatial Coordinate Encoders
Temporal Coordinate Encoders
PINNs
How to Train your Functa
Modulation
Scaling
- Hashing

Geo Interpolation

Non-Parametric Interpolation

Geo Interpolation