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Painting Many Pasts: Synthesizing Time Lapse Videos of Paintings
We introduce a new video synthesis task: synthesizing time lapse videos ...
01/04/2020 ∙ by Amy Zhao, et al. ∙
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Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions
We introduce visual deprojection: the task of recovering an image or vid...
09/01/2019 ∙ by Guha Balakrishnan, et al. ∙
3
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Data augmentation using learned transforms for one-shot medical image segmentation
Biomedical image segmentation is an important task in many medical appli...
02/25/2019 ∙ by Amy Zhao, et al. ∙
33
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VoxelMorph: A Learning Framework for Deformable Medical Image Registration
We present VoxelMorph, a fast, unsupervised, learning-based algorithm fo...
09/14/2018 ∙ by Guha Balakrishnan, et al. ∙
1
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Synthesizing Images of Humans in Unseen Poses
We address the computational problem of novel human pose synthesis. Give...
04/20/2018 ∙ by Guha Balakrishnan, et al. ∙
1
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An Unsupervised Learning Model for Deformable Medical Image Registration
We present an efficient learning-based algorithm for deformable, pairwis...
02/07/2018 ∙ by Guha Balakrishnan, et al. ∙
1
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A Video-Based Method for Objectively Rating Ataxia
For many movement disorders, such as Parkinson's disease and ataxia, dis...
12/13/2016 ∙ by Ronnachai Jaroensri, et al. ∙
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