Experiments of coordinate MLPs. Live stream here in Chinese.
Check out my other repository: MINER_pl that actually leverages these facinating functions, to achieve SOTA image/mesh reconstruction!
- Implicit Neural Representations with Periodic Activation Functions
- Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
- Beyond Periodicity: Towards a Unifying Framework for Activations in Coordinate-MLPs
- Gaussian Activated Neural Radiance Fields for High Fidelity Reconstruction & Pose Estimation
- Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields
- Multiplicative Filter Networks
- BACON: Band-limited Coordinate Networks for Multiscale Scene Representation