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05/14/2021
Omnimatte: Associating Objects and Their Effects in Video
Computer vision is increasingly effective at segmenting objects in image...
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04/15/2021
Self-supervised Video Object Segmentation by Motion Grouping
Animals have evolved highly functional visual systems to understand moti...
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03/31/2021
On the Origin of Species of Self-Supervised Learning
In the quiet backwaters of cs.CV, cs.LG and stat.ML, a cornucopia of new...
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09/16/2020
Layered Neural Rendering for Retiming People in Video
We present a method for retiming people in an ordinary, natural video—ma...
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02/18/2020
MAST: A Memory-Augmented Self-supervised Tracker
Recent interest in self-supervised dense tracking has yielded rapid prog...
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11/01/2018