@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
@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}}
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
@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}}
Working Paper
Mainstream Media Producing and Distributing Misinformation Through Stenography and "Opinions"
Rothschild, D. M.,
Pickens, E.,
Orešković, T.,
Morrison, K.,
Mobius, M.,
Needell, C. D.,
Katzman, J.,
and Watts, D. J.
@article{morrison2023mainstream,bibtex_show={true},abbr={Working Paper},title={Mainstream Media Producing and Distributing Misinformation Through Stenography and "Opinions"},author={Rothschild, D. M. and Pickens, E. and Orešković, T. and Morrison, K. and Mobius, M. and Needell, C. D. and Katzman, J. and Watts, D. J.},journal={},year={2023}}
2022
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
@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
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
@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
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
@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}}
Workshop Paper
Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems
@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}}