HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models

Mushtaq et al. "HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.

[Mushtaq et al. "HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025.](https://mlanthology.org/cvprw/2025/mushtaq2025cvprw-harmony/)

@inproceedings{mushtaq2025cvprw-harmony,
  title     = {{HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models}},
  author    = {Mushtaq, Erum and Fabian, Zalan and Bakman, Yavuz Faruk and Ramakrishna, Anil and Soltanolkotabi, Mahdi and Avestimehr, Salman},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2025},
  pages     = {1663-1668},
  url       = {https://mlanthology.org/cvprw/2025/mushtaq2025cvprw-harmony/}
}