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06/30/2022
GitHub Copilot AI pair programmer: Asset or Liability?
Automatic program synthesis is a long-lasting dream in software engineer...
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06/28/2022
An Empirical Study of Challenges in Converting Deep Learning Models
There is an increase in deploying Deep Learning (DL)-based software syst...
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06/24/2022
Bugs in Machine Learning-based Systems: A Faultload Benchmark
The rapid escalation of applying Machine Learning (ML) in various domain...
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03/21/2022
Towards a Change Taxonomy for Machine Learning Systems
Machine Learning (ML) research publications commonly provide open-source...
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01/18/2021
Data Resource Profile: Egress Behavior from Select NYC COVID-19 Exposed Health Facilities March-May 2020
Vector control strategies are central to the mitigation and containment ...
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12/16/2020
LiveMap: Real-Time Dynamic Map in Automotive Edge Computing
Autonomous driving needs various line-of-sight sensors to perceive surro...
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12/02/2020
Empirical Study on the Software Engineering Practices in Open Source ML Package Repositories
Recent advances in Artificial Intelligence (AI), especially in Machine L...
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04/22/2020
CodNN – Robust Neural Networks From Coded Classification
Deep Neural Networks (DNNs) are a revolutionary force in the ongoing inf...
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03/03/2020
An energy-stable parametric finite element method for simulating solid-state dewetting
We propose an energy-stable parametric finite element method (ES-PFEM) f...
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01/12/2020
Functional Error Correction for Robust Neural Networks
When neural networks (NeuralNets) are implemented in hardware, their wei...
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05/25/2019
An Exploratory Study on Machine Learning Model Stores
Recent advances in Artificial Intelligence, especially in Machine Learni...
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11/09/2018