Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off

Yukun Ding, Jinglan Liu, Jinjun Xiong, Yiyu Shi. Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off. In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020. pages 22-31, IEEE, 2020. [doi]

@inproceedings{DingLXS20,
  title = {Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off},
  author = {Yukun Ding and Jinglan Liu and Jinjun Xiong and Yiyu Shi},
  year = {2020},
  doi = {10.1109/CVPRW50498.2020.00010},
  url = {https://doi.org/10.1109/CVPRW50498.2020.00010},
  researchr = {https://researchr.org/publication/DingLXS20},
  cites = {0},
  citedby = {0},
  pages = {22-31},
  booktitle = {2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-9360-1},
}