Katelyn C. Morrison

DIG Lab @ Carnegie Mellon University.

I am a first 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 broadly interested in human-AI collaboration, computer vision, and high-stakes decision making. At the intersection of these interests, I am exploring how we can design eXplainable AI (XAI) techniques and complementary user interfaces to address stakeholders’ needs in high-stakes decision making situations. I also serve as a co-organizer for the 2020 and 2022 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.

news

Oct 4, 2021 Officially joined the DIG Lab!
Aug 27, 2021 Started my Ph.D. at Carnegeie Mellon Univeristy! :sparkles: :heart:
May 1, 2021 Graduated with a Bachelors of Science in Computer Science from the University of Pittsburgh

selected publications

  1. Workshop Paper
    Exploring Corruption Robustness: Inductive Biases in Vision Transformers and MLP-Mixers
    Morrison, Katelyn, Gilby, Benjamin, Lipchak, Colton, Mattioli, Adam, and Kovashka, Adriana
    Uncertainty and Robustness in Deep Learning Workshop at ICML 2021