Katelyn C. Morrison

DIG Lab @ Carnegie Mellon University.

I am a second 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. 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 🛰, wildlife conservation 🦜, and diagnosing diseases from medical imaging 🩻. I am also interested in exploring human-centered approaches to improve low-stakes human-AI collaboration. I am a co-organizer for the 2023 Computational Sustainability Doctoral Consortium.

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

Sep 30, 2022 Paper accepted to CSCW 2023. Stay tuned for manuscript!
May 17, 2022 Paper accepted to CVPR 2022 NeuroVision Workshop
May 16, 2022 Ph.D. Research Intern at Microsoft Research, Redmond this summer! :tada:
Aug 27, 2021 Started my Ph.D. at Carnegie Mellon Univeristy! :sparkles: :heart:
May 17, 2021 Undergraduate Research Intern at Microsoft Research, New York :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