Defining and Quantifying the Emergence of Sparse Concepts in DNNs

Jie Ren, Mingjie Li, Qirui Chen, Huiqi Deng, Quanshi Zhang. Defining and Quantifying the Emergence of Sparse Concepts in DNNs. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023. pages 20280-20289, IEEE, 2023. [doi]

@inproceedings{RenLCDZ23,
  title = {Defining and Quantifying the Emergence of Sparse Concepts in DNNs},
  author = {Jie Ren and Mingjie Li and Qirui Chen and Huiqi Deng and Quanshi Zhang},
  year = {2023},
  doi = {10.1109/CVPR52729.2023.01942},
  url = {https://doi.org/10.1109/CVPR52729.2023.01942},
  researchr = {https://researchr.org/publication/RenLCDZ23},
  cites = {0},
  citedby = {0},
  pages = {20280-20289},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0129-8},
}