VideoNeuMat

Neural Material Extraction from Generative Video Models
SIGGRAPH 2026

Project Page | Author Homepage | Paper | Supplementary | Video

Code

github.com/bowenxueai/videoneumatcode — official code release. The main pipeline is text → neural material (one command); pretrained weights on HuggingFace yley/videoneumat.

Citation

@inproceedings{xue2026videoneumat,
  author  = {Xue, Bowen and Hadadan, Saeed and Zeng, Zheng and Rousselle, Fabrice and Montazeri, Zahra and Hasan, Milos},
  title   = {VideoNeuMat: Neural Material Extraction from Generative Video Models},
  booktitle = {ACM SIGGRAPH 2026 Conference Papers},
  year    = {2026},
}