Katelyn C. Morrison

Current Resume

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 🛰 and wildlife conservation 🦜. 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

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!
Aug 27, 2021	Started my Ph.D. at Carnegie Mellon Univeristy!

selected publications

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

Bib PDF
@inproceedings{morrison2023explanations, bibtex_show = {true}, abbr = {Conference Paper}, title = {Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making}, author = {Morrison, K. and Shin, D. and Holstein, K. and Perer, A.}, booktitle = {ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)}, year = {2023}, pdf = {23_cscw_explanation_characteristics.pdf}, selected = {true} }
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

Bib PDF
@inproceedings{morrison2023eyeintoai, bibtex_show = {true}, abbr = {Conference Paper}, title = {Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game With a Purpose}, author = {Morrison, K. and Jain, M. and Hammer, J. and Perer, A.}, booktitle = {ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)}, year = {2023}, pdf = {23_cscw_eye_into_AI_study_updated.pdf}, selected = {true} }