This is the official NNabla implementation of D3Net, densely connected multidilated convolutional networks for dense prediction tasks (arXiv,) which is accepted at CVPR 2021.

D3Net is demonstrated on the Music Source Separation and Semantic Segmentation tasks. Please follow the links below to explore inference code and training code:

• Music Source Separation
• Semantic Segmentation

@INPROCEEDINGS{Takahashi2021CVPR,
    author={Naoya Takahashi and Yuki Mitsufuji},
    title={Densely connected multidilated convolutional networks for dense prediction tasks},
    booktitle={Proc. CVPR},
    year={2021},
    }