GradToken: Decoupling tokens with class-aware gradient for visual explanation of Transformer network

Lin Cheng, Yanjie Liang, Yang Lu 0009, Yiu-ming Cheung. GradToken: Decoupling tokens with class-aware gradient for visual explanation of Transformer network. Neural Networks, 181:106837, 2025. [doi]

@article{ChengLLC25,
  title = {GradToken: Decoupling tokens with class-aware gradient for visual explanation of Transformer network},
  author = {Lin Cheng and Yanjie Liang and Yang Lu 0009 and Yiu-ming Cheung},
  year = {2025},
  doi = {10.1016/j.neunet.2024.106837},
  url = {https://doi.org/10.1016/j.neunet.2024.106837},
  researchr = {https://researchr.org/publication/ChengLLC25},
  cites = {0},
  citedby = {0},
  journal = {Neural Networks},
  volume = {181},
  pages = {106837},
}