publications

2025

1. Under Review

   Designing Explanations for Roles Beyond Calibrating Trust and Reliance in AI-Powered Clinical Decision-Support Tools

   Morrison, K., Li, Z., Hong, M., Kraisangka, J., Fauvel, C., Correa-Jaque, P., Vanderpool, R., Lin, S., Sahey, S., Everett, A., Kanwar, M., Benza, R., and Perer, A.

   ACM DIS 2025

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2. Under Review

   Opportunities & Challenges in Designing Text-to-Image Generative AI for Medical Education, Training, & Practice

   Morrison, K., Mathur, A., Bradshaw, A., Wartmann, T., Lundi, S., Zandifar, A., Dai, W., Batmanghelich, K., Eslami, M., and Perer, A.

   ACM DIS 2025

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3. Workshop Paper

   Establishing the Cooperative Game Wavelength as a Testbed to Explore Mutual Theory of Mind

   Morrison, K., Ashktorab, Z., Gonzalez, G., Bouneffouf, B., and Weisz, J.

   AAAI 2025 Theory of Mind for Artificial Intelligence Workshop 2025
4. Preprint

   Don’t be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration

   Spitzer, P., Holstein, J., Morrison, K., Holstein, K., Satzger, G., and Kühl, N.

   arXiv 2025

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2024

1. Conference Paper

   MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images

   Xu, Y., Sun, L., Peng, W., Jia, S., Morrison, K., Perer, A., Zandifar, A., Visweswaran, S., Eslami, M., and Batmanghelich, K.

   IEEE Transactions on Medical Imaging 2024

   Bib HTML

   @article{xu2024medsyn,
     bibtex_show = {true},
     abbr = {Conference Paper},
     title = {MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images},
     author = {Xu, Y. and Sun, L. and Peng, W. and Jia, S. and Morrison, K. and Perer, A. and Zandifar, A. and Visweswaran, S. and Eslami, M. and Batmanghelich, K.},
     journal = {IEEE Transactions on Medical Imaging},
     year = {2024},
     html = {https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10566053}
   }

2. Abstract & Poster

   Designing and Understanding What-if Explanations in an Interactive Clinical Decision-Support Tool for Pulmonary Hypertension Outcome Risk Assessment and Treatment Guidance

   Morrison, K., Li, Z., Han, J., Fauvel, C., Correa-Jaque, P., Vanderpool, R., Liu, Y., Lin, S., Perer, A., Everett, A., Kanwar, M., and Benza, R.

   Pulmonary Vascular Research Institute 2024 Annual Congress 2024

   Bib PDF

   @article{morrison2023pvri,
     bibtex_show = {true},
     abbr = {Abstract & Poster},
     title = {Designing and Understanding What-if Explanations in an Interactive Clinical Decision-Support Tool for Pulmonary Hypertension Outcome Risk Assessment and Treatment Guidance},
     author = {Morrison, K. and Li, Z. and Han, S. Kraisangka, J. and Fauvel, C. and Correa-Jaque, P. and Vanderpool, R. and Liu, Y. and Lin, S. and Perer, A. and Everett, A. and Kanwar, M. and Benza, R.},
     journal = {Pulmonary Vascular Research Institute 2024 Annual Congress},
     year = {2024},
     pdf = {PVRI-CMU-2024.pdf}
   }

3. Conference Paper

   AI-Powered Reminders for Collaborative Tasks: Experiences and Futures

   Morrison, K., Iqbal, S., and Horvitz, E.

   In ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2024

   Bib

   @inproceedings{morrison2023viva,
     bibtex_show = {true},
     abbr = {Conference Paper},
     title = {AI-Powered Reminders for Collaborative Tasks: Experiences and Futures},
     author = {Morrison, K. and Iqbal, S. and Horvitz, E.},
     booktitle = {ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)},
     year = {2024}
   }

4. Workshop Paper

   Imperfect Natural Language Explanations in Human-AI Decision-Making

   Morrison, K., Spitzer, P., Turri, V., Feng, M., Kühl, N., and Perer, A.

   TREW Workshop at ACM CHI 2024 2024

   Bib PDF

   @article{morrison2024trew,
     bibtex_show = {true},
     abbr = {Workshop Paper},
     title = {Imperfect Natural Language Explanations in Human-AI Decision-Making},
     author = {Morrison, K. and Spitzer, P. and Turri, V. and Feng, M. and Kühl, N. and Perer, A.},
     journal = {TREW Workshop at ACM CHI 2024},
     year = {2024},
     pdf = {24_Chi_Trew_ImperfectXAI.pdf}
   }

5. Conference Paper

   The Impact of Imperfect XAI on Human-AI Decision-Making

   Morrison, K., Spitzer, P., Turri, V., Feng, M., Kühl, N., and Perer, A.

   ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) 2024

   Bib HTML PDF

   @article{morrison2023imperfectxai,
     bibtex_show = {true},
     abbr = {Conference Paper},
     title = {The Impact of Imperfect XAI on Human-AI Decision-Making},
     author = {Morrison, K. and Spitzer, P. and Turri, V. and Feng, M. and Kühl, N. and Perer, A.},
     journal = {ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW)},
     year = {2024},
     html = {https://arxiv.org/pdf/2307.13566.pdf},
     pdf = {communication_talk_2023.pdf},
     selected = {true}
   }

6. Conference Paper

   Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches

   Turri, V., Morrison, K., Robinson, K., Abidi, C., Forlizzi, J., Perer, A., and Dzombak, R.

   ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT) 2024

   Bib PDF

   @article{turri2024transparency,
     bibtex_show = {true},
     abbr = {Conference Paper},
     title = {Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches},
     author = {Turri, V. and Morrison, K. and Robinson, K. and Abidi, C. and Forlizzi, J. and Perer, A. and Dzombak, R.},
     journal = {ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT)},
     year = {2024},
     pdf = {}
   }

2023

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

   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}
   }

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

   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}
   }

3. Workshop Paper

   Shared Interest...Sometimes: Understanding the Alignment between Human Perception, Vision Architectures, and Saliency Map Techniques

   Morrison, K., Mehra, A., and Perer, A.

   XAI4CV at the 2023 Conference on Computer Vision and Pattern Recognition 2023

   Bib PDF

   @article{morrison2023sharedsometimes,
     bibtex_show = {true},
     abbr = {Workshop Paper},
     title = {Shared Interest...Sometimes: Understanding the Alignment between Human Perception, Vision Architectures, and Saliency Map Techniques},
     author = {Morrison, K. and Mehra, A. and Perer, A.},
     journal = {XAI4CV at the 2023 Conference on Computer Vision and Pattern Recognition},
     pdf = {23_XAI4CV_cvpr.pdf},
     year = {2023}
   }

2022

1. Workshop Paper

   Towards Generating Human-Centered Saliency Maps without Sacrificing Accuracy

   Aswal, V., Kao, G., Kim, S. Y., and Morrison, K.

   NeuroVision2022: What can computer vision learn from visual neuroscience? Workshop at CVPR 2022

   Bib HTML PDF Slides

   @article{morrison2022saliency,
     bibtex_show = {true},
     abbr = {Workshop Paper},
     title = {Towards Generating Human-Centered Saliency Maps without Sacrificing Accuracy},
     author = {Aswal, V. and Kao, G. and Kim, S. Y. and Morrison, K.},
     journal = {NeuroVision2022: What can computer vision learn from visual neuroscience? Workshop at CVPR},
     year = {2022},
     url = {#},
     html = {http://katelyn98.github.io/blog/2022/vlr-project/},
     pdf = {19_CameraReady_CVPR2022_NeuroVision_SHORT_CameraReady.pdf},
     slides = {CVPR_Lightning_Talk.pdf}
   }

2021

1. Workshop Paper

   Exploring Corruption Robustness: Inductive Biases in Vision Transformers and MLP-Mixers

   Morrison, K., Gilby, B., Lipchak, C., Mattioli, A., and Kovashka, A.

   Uncertainty and Robustness in Deep Learning Workshop at ICML 2021

   Bib HTML PDF Code

   @article{morrison2021exploring,
     bibtex_show = {true},
     abbr = {Workshop Paper},
     title = {Exploring Corruption Robustness: Inductive Biases in Vision Transformers and MLP-Mixers},
     author = {Morrison, K. and Gilby, B. and Lipchak, C. and Mattioli, A. and Kovashka, A.},
     journal = {Uncertainty and Robustness in Deep Learning Workshop at ICML},
     year = {2021},
     url = {https://arxiv.org/abs/2106.13122},
     html = {https://arxiv.org/abs/2106.13122},
     pdf = {exploring_corruption.pdf},
     code = {https://github.com/katelyn98/CorruptionRobustness}
   }

2020

1. Workshop Paper

   Using Object Tracking Techniques to Non-Invasively Measure Thoracic Rotation Range of Motion

   Morrison, K., Yates, D., Roman, M., and Clark, W. W.

   In Companion Publication of the 2020 International Conference on Multimodal Interaction 2020

   Bib HTML PDF Code

   @inproceedings{morrison2020using,
     bibtex_show = {true},
     abbr = {Workshop Paper},
     title = {Using Object Tracking Techniques to Non-Invasively Measure Thoracic Rotation Range of Motion},
     author = {Morrison, K. and Yates, D. and Roman, M. and Clark, W. W.},
     booktitle = {Companion Publication of the 2020 International Conference on Multimodal Interaction},
     pages = {150--155},
     year = {2020},
     url = {https://dl.acm.org/doi/abs/10.1145/3395035.3425189},
     code = {https://github.com/katelyn98/CalcTorso-OpenCV},
     html = {https://dl.acm.org/doi/abs/10.1145/3395035.3425189},
     pdf = {Using_Object_Tracking_Techniques_to_Non_Invasively_Measure_Thoracic_Rotation_Range_of_Motion.pdf}
   }

2. Workshop Paper

   Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems

   Morrison, K.

   AI for Social Good Workshop at IJCAI-PRICAI 2020

   Bib HTML

   @article{morrison2020reducing,
     bibtex_show = {true},
     abbr = {Workshop Paper},
     title = {Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems},
     author = {Morrison, K.},
     journal = {AI for Social Good Workshop at IJCAI-PRICAI},
     year = {2020},
     url = {https://arxiv.org/abs/2011.13988},
     html = {https://arxiv.org/abs/2011.13988}
   }