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02/14/2022
On the Complexity of Object Detection on Real-world Public Transportation Images for Social Distancing Measurement
Social distancing in public spaces has become an essential aspect in hel...
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10/11/2021
Deploying Containerized QuantEx Quantum Simulation Software on HPC Systems
The simulation of quantum circuits using the tensor network method is ve...
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10/23/2020
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks
With the growing significance of graphs as an effective representation o...
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01/17/2020
Gradient descent with momentum — to accelerate or to super-accelerate?
We consider gradient descent with `momentum', a widely used method for l...
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11/28/2018
Predicting the Computational Cost of Deep Learning Models
Deep learning is rapidly becoming a go-to tool for many artificial intel...
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11/20/2018
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning
Graphs are a commonly used construct for representing relationships betw...
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10/19/2018
Using Machine Learning to reduce the energy wasted in Volunteer Computing Environments
High Throughput Computing (HTC) provides a convenient mechanism for runn...
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06/19/2018