Curriculum Vitae
PDF FormatPostdoctoral Fellows
Steve Cruz (Co-Advised with Jonathan Hauenstein)Graduate Students
Jin Huang
Arturo Russell (Co-Advised with Jane Cleland-Huang)
Abigail Swenor
Teaching
Fall 2024: CSE 40175 Ethical & Professional Issues
Spring 2024: CSE 20176 The Archeology of Hacking
Fall 2023: CSE 40175 Ethical & Professional Issues
Spring 2023: CSE 20176 The Archeology of Hacking
Fall 2022: CSE 40175 Ethical & Professional Issues
Spring 2022: CSE 40175 Ethical & Professional Issues
Fall 2021: CSE 40175 Ethical & Professional Issues
Spring 2020: CSE 40567/60567 Computer Security
Fall 2019: CSE 40171 Artificial Intelligence
Spring 2019: CSE 40567/60567 Computer Security
Fall 2018: CSE 40171 Artificial Intelligence
Spring 2018: CSE 40567/44567/60567 Computer Security
Spring 2017: CSE 40567/60567 Computer Security
Spring 2016: CSE 40567/60567 Computer Security
Fall 2015: CSE 40537/60537 Biometrics
Books
A History of Fake Things on the Internet (Stanford University Press)
A Unifying Framework for Formal Theories of Novelty (Springer-Nature) edited with Terry Boult
Quantitative Intertextuality: Analyzing the Markers of Information Reuse (Springer-Nature) with Christopher W. Forstall
Extreme Value Theory-based Methods for Visual Recognition (Morgan & Claypool Publishers)
Recent Publications (see all)
- "Automated Transcription of Gə'əz Manuscripts Using Deep Learning,", , , ,
, , , , ,
, ,Digital Humanities Quarterly,August 2023.[pdf][bibtex]@article{Grieggs_DHQ2023,
author = {Samuel Grieggs and
Jessica Lockhart and
Alexandra Atiya and
Gelila Tilahun and
Suzanne Akbari and
Eyob Derillo and
Jarod Jacobs
Christine Kwon
Michael Gervers
Steve Delamarter
Walter J. Scheirer},
title = {Automated Transcription of Gə'əz Manuscripts Using Deep Learning},
journal = {Digital Humanities Quarterly},
volume = {17},
number = {3},
month = {August},
year = {2023}
}
- "Psychophysical-Score: A Behavioral Measure for Assessing the Biological, , , ,
Plausibility of Visual Recognition Models,"
,CogSci 2023,July 2023.[pdf][bibtex]@inProceedings{richardwebster2023psychophysicalscore,
title={Psychophysical-Score: A Behavioral Measure for Assessing the Biological
Plausibility of Visual Recognition Models}, author={Brandon RichardWebster and
Justin Dulay and
Anthony DiFalco and
Elisabetta Caldesi and
Walter J. Scheirer},
booktitle={CogSci},
year={2023},
}
- "Measuring Human Perception to Improve Open Set Recognition,", , , ,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),Accepted for Publication in April 2023.[pdf] [supp. material] [code] [data][bibtex]@misc{Huang2022,
doi = {10.48550/ARXIV.2209.03519},
url = {https://arxiv.org/abs/2209.03519},
author = {Huang, Jin and
Prijatelj, Derek and
Dulay, Justin and
Scheirer, Walter},
title = {Measuring Human Perception to Improve Open Set Recognition},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution Share Alike 4.0 International}
}
- "Unfooling Perturbation-Based Post Hoc Explainers,", ,Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2023),February 2023.[pdf][bibtex]@inproceedings{Carmichael2023,
url = {https://arxiv.org/abs/2205.14772},
author = {Carmichael, Zachariah and
Scheirer, Walter},
title = {Unfooling Perturbation-Based Post Hoc Explainers},
booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence
(AAAI 2023)},
year = {2023}
}
- "Motif Mining: Finding and Summarizing Remixed Image Content,", , , ,
, ,Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
(WACV),January 2023.[pdf][bibtex]@inproceedings{Theisen_2023,
author = {Theisen, William and
Cedre, Daniel Gonzalez and
Carmichael, Zachariah and
Moreira, Daniel and
Weninger, Tim and
Scheirer, Walter},
title = {Motif Mining: Finding and Summarizing Remixed Image Content},
publisher = {arXiv},
booktitle = {Proceedings of the IEEE/CVF Winter Conference on
Applications of Computer Vision (WACV)},
year = {2023},
}
- "SILA: A System For Scientific Image Analysis,", , , , , , , , ,
, , , ,Scientific Reports,October 2022.[pdf][bibtex]@article{moreira2022sila,
title={SILA: a system for scientific image analysis},
author={Moreira, Daniel and
Cardenuto, Jo{\~a}o Phillipe and
Shao, Ruiting and
Baireddy, Sriram and
Cozzolino, Davide and
Gragnaniello, Diego and
Abd-Almageed, Wael and
Bestagini, Paolo and
Tubaro, Stefano and
Rocha, Anderson and
Scheirer, Walter and
Verdoliva, Luisa and
Delp, Edward},
journal={Scientific Reports},
volume={12},
number={1},
pages={1--15},
year={2022},
publisher={Nature Publishing Group}
}
- "Measuring Human Perception to Improve Handwritten Document Transcription,", , , , , ,
, ,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),October 2022.[pdf][bibtex]@article{grieggs2021measuring,
title={Measuring human perception to improve handwritten document transcription},
author={Grieggs, Samuel and
Shen, Bingyu and
Rauch, Greta and
Li, Pei and
Ma, Jiaqi and
Chiang, David and
Price, Brian andi
Scheirer, Walter J},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume={44},
number={10},
pages={6594--6601},
year={2021},
publisher={IEEE}
}
- "Bridging the Gap Between Computational Photography and Visual, , , ,
Recognition,"
, , , , ,
, , , , , ,
, , , , ,
, , , ,IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),December 2021.[pdf][bibtex]@article{vidalmata2021bridging,
title = {Bridging the Gap Between Computational Photography and Visual
Recognition},
author = {Rosaura G. VidalMata and
Sreya Banerjee and
Brandon RichardWebster and
Michael Albright and
Pedro Davalos and
Scott McCloskey and
Ben Miller and
Asong Tambo and
Sushobhan Ghosh and
Sudarshan Nagesh and
Ye Yuan and
Yueyu Hu and
Junru Wu and
Wenhan Yang and
Xiaoshuai Zhang and
Jiaying Liu and
Zhangyang Wang and
Hwann-Tzong Chen and
Tzu-Wei Huang and
Wen-Chi Chin and
Yi-Chun Li and
Mahmoud Lababidi and
Charles Otto and
Walter J. Scheirer},
journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence
(T-PAMI)},
volume = {43},
number = {12},
month = {December},
year = {2021}
}
- "Handwriting Recognition with Novelty,", , , , ,International Conference on Document Analysis and Recognition (ICDAR),September 2021.[pdf][bibtex]@inproceedings{Prijatelj_ICDAR2021,
author = {Derek Prijatelj and
Samuel Grieggs and
Futoshi Yumoto and
Eric Robertson and
Walter J. Scheirer},
title = {Handwriting Recognition with Novelty},
booktitle = {International Conference on Document Analysis and Recognition
(ICDAR},
year = {2021}
}
- "Towards a Unifying Framework for Formal Theories of Novelty,", , , , ,
, , , , ,
, , , ,AAAI Conference on Artificial Intelligence (AAAI 2021), Senior Member Track,February 2021.[pdf][bibtex]@inproceedings{Boult21,
author = {Terrance Boult and
Przemyslaw Grabowicz and
Derek Prijatelj and
Lawrence Holder and
Joshua Alspector and
Mohsen Jafarzadeh and
Touqeer Ahmad and
Akshay Dhamija and
Chunchun Li and
Steve Cruz and
Abhinav Shrivastava and
Carl Vondrick and
Walter J. Scheirer},
title = {Towards a Unifying Framework for Formal Theories of Novelty},
booktitle = {AAAI Conference on Artificial Intelligence (AAAI 2021)},
year = {2021},
}