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Zeyad Emam
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Understanding generalization through visualizations
WR Huang, Z Emam, M Goldblum, L Fowl, JK Terry, F Huang, T Goldstein
PMLR, 2020
642020
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking
A Bansal, A Schwarzschild, E Borgnia, Z Emam, F Huang, M Goldblum, ...
Advances in Neural Information Processing Systems 35, 20232-20242, 2022
28*2022
Active learning at the imagenet scale
ZAS Emam, HM Chu, PY Chiang, W Czaja, R Leapman, M Goldblum, ...
arXiv preprint arXiv:2111.12880, 2021
272021
Dense cellular segmentation for EM using 2D–3D neural network ensembles
MD Guay, ZAS Emam, AB Anderson, MA Aronova, ID Pokrovskaya, ...
Scientific reports 11 (1), 2561, 2021
242021
On the state of data in computer vision: Human annotations remain indispensable for developing deep learning models
Z Emam, A Kondrich, S Harrison, F Lau, Y Wang, A Kim, E Branson
arXiv preprint arXiv:2108.00114, 2021
102021
Designing deep neural networks to automate segmentation for serial block-face electron microscopy
M Guay, Z Emam, A Anderson, R Leapman
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
72018
Datasets for studying generalization from easy to hard examples
A Schwarzschild, E Borgnia, A Gupta, A Bansal, Z Emam, F Huang, ...
arXiv preprint arXiv:2108.06011, 2021
52021
Exploring deep neural network architectures for automated electron micrograph segmentation
MD Guay, ZA Emam, AB Anderson, RD Leapman
Biophysical Journal 114 (3), 343a, 2018
22018
Transfer learning for efficient segmentation of subcellular structures in 3-D electron microscopy
MD Guay, ZA Emam, AB Anderson, RD Leapman
Biophysical Journal 116 (3), 288a, 2019
12019
Combined use of serial block face SEM and focused ion beam SEM elucidates the 3D ultrastructure of blood platelets and thrombi
MA Aronova, DR Cruz, DJ Palumbo, RR Akkem, ZA Emam, MD Guay, ...
Biophysical Journal 121 (3), 149a, 2022
2022
Towards an Efficient Semantic Segmentation Pipeline for 3D Electron Microscopy Data
ZAS Emam
University of Maryland, College Park, 2022
2022
Neural Modeling of Eukaryotic Cell Ultrastructure Obtained from 3D Electron Microscopy
MD Guay, R Cheng, ZA Emam, RD Leapman
Biophysical Journal 118 (3), 293a, 2020
2020
Two-stage Neural Architecture Search for Microscopy Image Segmentation
M Guay, Z Emam, R Leapman
Microscopy and Microanalysis 25 (S2), 188-189, 2019
2019
Problems and Progress in Automating Electron Microscopy Segmentation
M Guay, Z Emam, R Leapman
Microscopy and Microanalysis 24 (S1), 508-509, 2018
2018
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Artikelen 1–14