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Matthew Gwilliam
Matthew Gwilliam
Verified email at umd.edu
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Cited by
Cited by
Year
Machine translationese: Effects of algorithmic bias on linguistic complexity in machine translation
E Vanmassenhove, D Shterionov, M Gwilliam
arXiv preprint arXiv:2102.00287, 2021
662021
Rethinking common assumptions to mitigate racial bias in face recognition datasets
M Gwilliam, S Hegde, L Tinubu, A Hanson
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
282021
Hnerv: A hybrid neural representation for videos
H Chen, M Gwilliam, SN Lim, A Shrivastava
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
272023
Beyond supervised vs. unsupervised: Representative benchmarking and analysis of image representation learning
M Gwilliam, A Shrivastava
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
172022
Cnerv: Content-adaptive neural representation for visual data
H Chen, M Gwilliam, B He, SN Lim, A Shrivastava
arXiv preprint arXiv:2211.10421, 2022
132022
Fair comparison: Quantifying variance in results for fine-grained visual categorization
M Gwilliam, A Teuscher, C Anderson, R Farrell
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
122021
Diffusion models beat gans on image classification
S Mukhopadhyay, M Gwilliam, V Agarwal, N Padmanabhan, ...
arXiv preprint arXiv:2307.08702, 2023
92023
Facing the hard problems in fgvc
CS Anderson
Brigham Young University, 2020
62020
Intelligent image collection: Building the optimal dataset
M Gwilliam, R Farrell
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
32020
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
N Padmanabhan, M Gwilliam, P Kumar, SR Maiya, M Ehrlich, ...
arXiv preprint arXiv:2401.10217, 2024
2024
Elusive Images: Beyond Coarse Analysis for Fine-Grained Recognition
C Anderson, M Gwilliam, E Gaskin, R Farrell
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024
2024
A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval
M Gwilliam, M Cogswell, M Ye, K Sikka, A Shrivastava, A Divakaran
arXiv preprint arXiv:2312.00115, 2023
2023
Do text-free diffusion models learn discriminative visual representations?
S Mukhopadhyay, M Gwilliam, Y Yamaguchi, V Agarwal, ...
arXiv preprint arXiv:2311.17921, 2023
2023
Industry Perspectives on Offensive Security Tooling
K DeValk, M Gwilliam, T Hanson, M Harrity, M Mazurek
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Articles 1–14