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10/03/2022
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture
Agricultural research is essential for increasing food production to mee...
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08/20/2021
Semi-supervised learning for medical image classification using imbalanced training data
Medical image classification is often challenging for two reasons: a lac...
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08/09/2021
Pose is all you need: The pose only group activity recognition system (POGARS)
We introduce a novel deep learning based group activity recognition appr...
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06/01/2021
Enhancing Trajectory Prediction using Sparse Outputs: Application to Team Sports
Sophisticated trajectory prediction models that effectively mimic team d...
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06/05/2018
3D Human Pose Estimation with 2D Marginal Heatmaps
Automatically determining three-dimensional human pose from monocular RG...
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01/23/2018
Numerical Coordinate Regression with Convolutional Neural Networks
We study deep learning approaches to inferring numerical coordinates for...
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05/25/2017