Gated Channel Transformation for Visual Recognition (GCT)

The TensorFlow (1.10) and PyTorch implementation of Gated Channel Transformation for Visual Recognition (CVPR 2020) [paper].

The TensorFlow implementation supports the backbones of ResNet-50/101/152, VGG-16 and Inception-V3. For PyTorch implementation, we give an example of GCT-ResNet-50.

Citation

@inproceedings{yang2020gated,
  title={Gated Channel Transformation for Visual Recognition},
  author={Yang, Zongxin and Zhu, Linchao and Wu, Yu and Yang, Yi},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={11794--11803},
  year={2020}
}