A framework for rigorous evaluation of human performance in human and machine learning comparison studies
Cowley, Hannah P, Natter, Mandy, Gray-Roncal, Karla, Rhodes, Rebecca E, Johnson, Erik C, Drenkow, Nathan, Shead, Timothy M, Chance, Frances S, Wester, Brock, Gray-Roncal, William
Published in Scientific reports (31.03.2022)
Published in Scientific reports (31.03.2022)
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Journal Article
Author Correction: A framework for rigorous evaluation of human performance in human and machine learning comparison studies
Cowley, Hannah P, Natter, Mandy, Gray-Roncal, Karla, Rhodes, Rebecca E, Johnson, Erik C, Drenkow, Nathan, Shead, Timothy M, Chance, Frances S, Wester, Brock, Gray-Roncal, William
Published in Scientific reports (07.07.2022)
Published in Scientific reports (07.07.2022)
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Journal Article
Benchmarking Human Performance for Visual Search of Aerial Images
Rhodes, Rebecca E, Cowley, Hannah P, Huang, Jay G, Gray-Roncal, William, Wester, Brock A, Drenkow, Nathan
Published in Frontiers in psychology (14.12.2021)
Published in Frontiers in psychology (14.12.2021)
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Journal Article
Bioimage Informatics for Big Data
Peng, Hanchuan, Zhou, Jie, Zhou, Zhi, Bria, Alessandro, Li, Yujie, Kleissas, Dean Mark, Drenkow, Nathan G, Long, Brian, Liu, Xiaoxiao, Chen, Hanbo
Published in Advances in anatomy, embryology and cell biology (01.01.2016)
Published in Advances in anatomy, embryology and cell biology (01.01.2016)
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Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers
Li, Zhaoshuo, Liu, Xingtong, Drenkow, Nathan, Ding, Andy, Creighton, Francis X., Taylor, Russell H., Unberath, Mathias
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose?
Lennon, Max, Drenkow, Nathan, Burlina, Phil
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
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Conference Proceeding
Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis
Drenkow, Nathan, Fendley, Neil, Burlina, Philippe
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
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Conference Proceeding
Do Adaptive Active Attacks Pose Greater Risk Than Static Attacks?
Drenkow, Nathan, Lennon, Max, Wang, I-Jeng, Burlina, Philippe
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
Toward a scalable framework for reproducible processing of volumetric, nanoscale neuroimaging datasets
Johnson, Erik C, Wilt, Miller, Rodriguez, Luis M, Norman-Tenazas, Raphael, Rivera, Corban, Drenkow, Nathan, Kleissas, Dean, LaGrow, Theodore J, Cowley, Hannah P, Downs, Joseph, K. Matelsky, Jordan, J. Hughes, Marisa, P. Reilly, Elizabeth, A. Wester, Brock, L. Dyer, Eva, P. Kording, Konrad, R. Gray-Roncal, William
Published in Gigascience (21.12.2020)
Published in Gigascience (21.12.2020)
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Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis
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Journal Article
Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose?
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Paper
Journal Article
A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?
Drenkow, Nathan, Sani, Numair, Shpitser, Ilya, Unberath, Mathias
Published in arXiv.org (28.11.2022)
Published in arXiv.org (28.11.2022)
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Context-Adaptive Deep Neural Networks via Bridge-Mode Connectivity
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From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments
Oguine, Kanyifeechukwu J, Soberanis-Mukul, Roger D, Drenkow, Nathan, Unberath, Mathias
Published in arXiv.org (28.02.2024)
Published in arXiv.org (28.02.2024)
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Selection of universal features for image classification
Rodriguez, Pedro A., Drenkow, Nathan, DeMenthon, Daniel, Koterba, Zachary, Kauffman, Kathleen, Cornish, Duane, Paulhamus, Bart, Vogelstein, R. Jacob
Published in IEEE Winter Conference on Applications of Computer Vision (01.03.2014)
Published in IEEE Winter Conference on Applications of Computer Vision (01.03.2014)
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Conference Proceeding
Addressing Visual Search in Open and Closed Set Settings
Drenkow, Nathan, Burlina, Philippe, Fendley, Neil, Odoemene, Onyekachi, Markowitz, Jared
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
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Conference Proceeding
Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models
Pavlak, Mitchell, Drenkow, Nathan, Petrick, Nicholas, Farhangi, Mohammad Mehdi, Unberath, Mathias
Published in arXiv.org (06.04.2023)
Published in arXiv.org (06.04.2023)
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Addressing Visual Search in Open and Closed Set Settings
Drenkow, Nathan, Burlina, Philippe, Fendley, Neil, Odoemene, Onyekachi, Markowitz, Jared
Published in arXiv.org (14.04.2021)
Published in arXiv.org (14.04.2021)
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