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Matthew Cook

k-Means Maximum Entropy Exploration

Jun 08, 2022
Alexander Nedergaard, Matthew Cook

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Microtubule Tracking in Electron Microscopy Volumes

Sep 17, 2020
Nils Eckstein, Julia Buhmann, Matthew Cook, Jan Funke

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* Accepted at MICCAI 2020

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Outlier Detection through Null Space Analysis of Neural Networks

Jul 02, 2020
Matthew Cook, Alina Zare, Paul Gader

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* 6 pages, 4 figures, Presented at the ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning

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Estimation of Z-Thickness and XY-Anisotropy of Electron Microscopy Images using Gaussian Processes

Feb 04, 2020
Thanuja D. Ambegoda, Julien N. P. Martel, Jozef Adamcik, Matthew Cook, Richard H. R. Hahnloser

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* Journal of Neuroinformatics and Neuroimaging. 2018;2(2):15-22

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Efficient 2D neuron boundary segmentation with local topological constraints

Feb 03, 2020
Thanuja D. Ambegoda, Matthew Cook

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* Presented at the Connectomics Workshop - Neural Information Processing Systems (NIPS), December 10th, 2016 - Barcelona, Spain

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FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video

Oct 14, 2019
Jigar Doshi, Dominic Garcia, Cliff Massey, Pablo Llueca, Nicolas Borensztein, Michael Baird, Matthew Cook, Devaki Raj

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* Published at NeurIPS 2019; Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response(AI+HADR 2019)

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Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation

Apr 01, 2019
Joshua Peeples, Matthew Cook, Daniel Suen, Alina Zare, James Keller

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