Dense cellular segmentation for EM using 2D-3D neural network ensembles
Guay, Matthew D, Emam, Zeyad A S, Anderson, Adam B, Aronova, Maria A, Pokrovskaya, Irina D, Storrie, Brian, Leapman, Richard D
Published in Scientific reports (28.01.2021)
Published in Scientific reports (28.01.2021)
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Journal Article
Neural Modeling of Eukaryotic Cell Ultrastructure Obtained from 3D Electron Microscopy
Guay, Matthew D., Cheng, Ruida, Emam, Zeyad A., Leapman, Richard D.
Published in Biophysical journal (07.02.2020)
Published in Biophysical journal (07.02.2020)
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Journal Article
Transfer Learning for Efficient Segmentation of Subcellular Structures in 3-D Electron Microscopy
Guay, Matthew D., Emam, Zeyad A., Anderson, Adam B., Leapman, Richard D.
Published in Biophysical journal (15.02.2019)
Published in Biophysical journal (15.02.2019)
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Journal Article
Combined use of serial block face SEM and focused ion beam SEM elucidates the 3D ultrastructure of blood platelets and thrombi
Aronova, Maria A., Cruz, Denzel R., Palumbo, Douglas J., Akkem, Rahul R., Emam, Zeyad A., Guay, Matthew D., Rhee, Sung W., Pokrovskaya, Irina D., Storrie, Brian, Leapman, Richard D.
Published in Biophysical journal (11.02.2022)
Published in Biophysical journal (11.02.2022)
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Journal Article
Exploring Deep Neural Network Architectures for Automated Electron Micrograph Segmentation
Guay, Matthew D., Emam, Zeyad A., Anderson, Adam B., Leapman, Richard D.
Published in Biophysical journal (02.02.2018)
Published in Biophysical journal (02.02.2018)
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Journal Article
End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
Bansal, Arpit, Schwarzschild, Avi, Borgnia, Eitan, Emam, Zeyad, Huang, Furong, Goldblum, Micah, Goldstein, Tom
Year of Publication 11.02.2022
Year of Publication 11.02.2022
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Journal Article
Datasets for Studying Generalization from Easy to Hard Examples
Schwarzschild, Avi, Borgnia, Eitan, Gupta, Arjun, Bansal, Arpit, Emam, Zeyad, Huang, Furong, Goldblum, Micah, Goldstein, Tom
Year of Publication 12.08.2021
Year of Publication 12.08.2021
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Journal Article
On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models
Emam, Zeyad, Kondrich, Andrew, Harrison, Sasha, Lau, Felix, Wang, Yushi, Kim, Aerin, Branson, Elliot
Year of Publication 30.07.2021
Year of Publication 30.07.2021
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Journal Article
Active Learning at the ImageNet Scale
Emam, Zeyad Ali Sami, Chu, Hong-Min, Chiang, Ping-Yeh, Czaja, Wojciech, Leapman, Richard, Goldblum, Micah, Goldstein, Tom
Year of Publication 24.11.2021
Year of Publication 24.11.2021
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Journal Article
Understanding Generalization through Visualizations
Huang, W. Ronny, Emam, Zeyad, Goldblum, Micah, Fowl, Liam, Terry, J. K, Huang, Furong, Goldstein, Tom
Year of Publication 07.06.2019
Year of Publication 07.06.2019
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Journal Article
Understanding Generalization through Visualizations
Huang, W Ronny, Emam, Zeyad, Goldblum, Micah, Fowl, Liam, Terry, J K, Huang, Furong, Goldstein, Tom
Published in arXiv.org (15.11.2020)
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Published in arXiv.org (15.11.2020)
Paper
Active Learning at the ImageNet Scale
Zeyad Ali Sami Emam, Hong-Min, Chu, Ping-Yeh, Chiang, Czaja, Wojciech, Leapman, Richard, Goldblum, Micah, Goldstein, Tom
Published in arXiv.org (25.11.2021)
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Published in arXiv.org (25.11.2021)
Paper