Publications and Contributions

  • Conference Paper
    Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias (2023)
    The 2023 ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) Authors: Robert Wolfe, Yiwei Yang, William G Howe, Aylin Caliskan
  • Conference Poster
    Regularizing Model Gradients with Concepts to Improve Robustness to Spurious Correlations (2023)
    Fortieth International Conference on Machine Learning Workshop on Spurious Correlations, Invariance, and Stability (ICML SCIS 2023) Authors: Yiwei Yang, Anthony Zhe Liu, Robert Wolfe, Aylin Caliskan, William G Howe