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08/28/2023
Adversarial Predictions of Data Distributions Across Federated Internet-of-Things Devices
Federated learning (FL) is increasingly becoming the default approach fo...
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03/19/2021
EXSCLAIM! – An automated pipeline for the construction of labeled materials imaging datasets from literature
Due to recent improvements in image resolution and acquisition speed, ma...
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01/25/2021
A Two-stage Framework for Compound Figure Separation
Scientific literature contains large volumes of complex, unstructured fi...
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11/06/2020
Toward an Automated HPC Pipeline for Processing Large Scale Electron Microscopy Data
We present a fully modular and scalable software pipeline for processing...
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05/13/2019
Scaling Distributed Training of Flood-Filling Networks on HPC Infrastructure for Brain Mapping
Mapping all the neurons in the brain requires automatic reconstruction o...
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02/13/2019
Training on the Edge: The why and the how
Edge computing is the natural progression from Cloud computing, where, i...
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07/06/2018
U-SLADS: Unsupervised Learning Approach for Dynamic Dendrite Sampling
Novel data acquisition schemes have been an emerging need for scanning m...
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06/27/2017