Awesome

Training Interpretable CNNs with class-specific filters

Paper

Paper with supplementary: Haoyu Liang, etc. Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters. ECCV 2020

The slide and video for ECCV 2020 oral.

cite as

@inproceedings{liang2020training,
  title={Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters},
  author={Liang, Haoyu and Ouyang, Zhihao and Zeng, Yuyuan and Su, Hang and He, Zihao and Xia, Shu-Tao and Zhu, Jun and Zhang, Bo},
  booktitle={European Conference on Computer Vision},
  pages={622--638},
  year={2020},
  organization={Springer}
}

Experiments

To reproduce experiments on VOC Part, see VOCPart.