Node-RF: Learning Generalized Continuous Space-Time Scene Dynamics with Neural ODE-based NeRFs

Hiran Sarkar, Liming Kuang, Yordanka Velikova, Benjamin Busam

Installation

pip install -r requirements.txt

Setups

This project contains two setups:

Single Sequence

See detailed instructions here:
👉 Single Sequence Instructions

Multiple Sequences

See detailed instructions here:
👉 Multiple Sequences Instructions

Citation

If you find this work useful, please consider citing

@inproceedings{sarkar2026node,
  title={Node-RF: Learning Generalized Continuous Space-Time Scene Dynamics with Neural ODE-based NeRFs},
  author={Sarkar, Hiran and Kuang, Liming and Velikova, Yordanka and Busam, Benjamin},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2026}
}