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04/20/2022
OutCast: Outdoor Single-image Relighting with Cast Shadows
We propose a relighting method for outdoor images. Our method mainly foc...
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12/02/2020
Curiosity-driven 3D Scene Structure from Single-image Self-supervision
Previous work has demonstrated learning isolated 3D objects (voxel grids...
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04/06/2020
Finding Your (3D) Center: 3D Object Detection Using a Learned Loss
Massive semantic labeling is readily available for 2D images, but much h...
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07/10/2019
SynthCity: A large scale synthetic point cloud
With deep learning becoming a more prominent approach for automatic clas...
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07/09/2019
A review on deep learning techniques for 3D sensed data classification
Over the past decade deep learning has driven progress in 2D image under...
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04/08/2019
Weighted Point Cloud Augmentation for Neural Network Training Data Class-Imbalance
Recent developments in the field of deep learning for 3D data have demon...
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04/08/2019