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09/12/2022
Driving Safety Prediction and Safe Route Mapping Using In-vehicle and Roadside Data
Risk assessment of roadways is commonly practiced based on historical cr...
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11/05/2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Gliomas are the most common primary brain malignancies, with different d...
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10/11/2018
A Novel Domain Adaptation Framework for Medical Image Segmentation
We propose a segmentation framework that uses deep neural networks and i...
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03/23/2018
SqueezeNext: Hardware-Aware Neural Network Design
One of the main barriers for deploying neural networks on embedded syste...
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12/12/2017
Integrated Model, Batch and Domain Parallelism in Training Neural Networks
We propose a new integrated method of exploiting model, batch and domain...
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11/22/2017