Katelyn C. Morrison

DIG Lab @ Carnegie Mellon University.

I am a third year Ph.D. student at Carnegie Mellon University in the Human-Computer Interaction Institute where I am fortunate to be advised by Adam Perer. I am interested in human-AI collaboration (👩🏻‍💼 + 🤖), eXplainable AI (XAI), and computer vision applications. At the intersection of these interests, I am exploring how we can improve human-AI collaboration through human-centered approaches in high-stakes domains such as building damage assessment 🛰 and wildlife conservation 🦜. I am a co-organizer for a workshop at NeurIPS 2023 on Computational Sustainability: Promises and Pitfalls from Theory to Deployment.

I graduated from the University of Pittsburgh in May 2021 with a bachelor’s degree in computer science and a certificate in sustainability. In undergrad, I focused on the application and limitations of computer vision models as well as the distribution of smart mobility resources within cities. I also served as a co-organizer for the 2020 and 2022 Computational Sustainability Doctoral Consortium.

news

Jul 5, 2023 Workshop on Computational Sustainability accepted to NeurIPS 2023! :tada:
Apr 4, 2023 Workshop paper accepted to XAI4CV Workshop at CVPR 2023! Stay tuned for manuscript.
Mar 17, 2023 Two papers accepted to CSCW 2023!
May 17, 2022 Paper accepted to CVPR 2022 NeuroVision Workshop
May 16, 2022 Ph.D. Research Intern at Microsoft Research, Redmond this summer! :tada:

selected publications

  1. Conference Paper
    Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making
    Morrison, K., Shin, D., Holstein, K., and Perer, A.
    In ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2023
  2. Conference Paper
    Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game With a Purpose
    Morrison, K., Jain, M., Hammer, J., and Perer, A.
    In ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2023