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Zeyad Emam

Understanding Generalization through Visualizations
2019 · Huang, W. Ronny, Emam, Zeyad, et al. · arXiv (Cornell University) · 36
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Dense cellular segmentation for EM using 2D–3D neural network ensembles
2021 · Matthew D. Guay, Zeyad A. S. Emam, et al. · Scientific Reports · 29
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Designing deep neural networks to automate segmentation for serial block-face electron microscopy
2018 · Matthew Guay, Zeyad Emam, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 9
On The State of Data In Computer Vision: Human Annotations Remain Indispensable for Developing Deep Learning Models
2021 · Emam, Zeyad, Kondrich, Andrew, et al. · arXiv (Cornell University) · 8
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Active Learning at the ImageNet Scale
2021 · Emam, Zeyad Ali Sami, Chu, Hong-Min, et al. · arXiv (Cornell University) · 6
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End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
2022 · Bansal, Arpit, Schwarzschild, Avi, et al. · arXiv (Cornell University) · 3
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Datasets for Studying Generalization from Easy to Hard Examples
2021 · Schwarzschild, Avi, Borgnia, Eitan, et al. · arXiv (Cornell University) · 3
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Exploring Deep Neural Network Architectures for Automated Electron Micrograph Segmentation
2018 · Matthew D. Guay, Zeyad A. Emam, et al. · Biophysical Journal · 2
End-To-End Algorithm Synthesis with Recurrent Networks: Extrapolation Without Overthinking
2022 · Arpit Bansal, Avi Schwarzschild, et al. · neural information processing systems · 1
Two-stage Neural Architecture Search for Microscopy Image Segmentation
2019 · Matthew Guay, Zeyad Emam, et al. · Microscopy and Microanalysis · 1
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Transfer Learning for Efficient Segmentation of Subcellular Structures in 3-D Electron Microscopy
2019 · Matthew D. Guay, Zeyad A. Emam, et al. · Biophysical Journal · 1
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Combined use of serial block face SEM and focused ion beam SEM elucidates the 3D ultrastructure of blood platelets and thrombi
2022 · Maria A. Aronova, Denzel R. Cruz, et al. · Biophysical Journal
Neural Modeling of Eukaryotic Cell Ultrastructure Obtained from 3D Electron Microscopy
2020 · Matthew D. Guay, Ruida Cheng, et al. · Biophysical Journal
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The Blessing of Dimensionality: An Empirical Study of Generalization
2019 · Wei Huang, Zeyad Emam, et al.
Problems and Progress in Automating Electron Microscopy Segmentation
2018 · Matthew Guay, Zeyad Emam, et al. · Microscopy and Microanalysis
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Works count: 16
Citation count: 99
H-index: 5
I10-index: 2
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