Learning Video Representations without Natural Videos
Supplementary Material
Dataset Progression
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We provide examples of each of the datasets in the presented progression:
• Static circles
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• Moving circles
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• Moving shapes
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• Moving and transforming shapes
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• Accelerating transforming shapes
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• Accelerating transforming textures
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• Accelerating transforming StyleGAN crops
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• Accelerating transforming image crops
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Visualizations of learned representations
We provide visualizations of the learned representations for the diferent datasets:
• Original video from UCF101
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• Static circles
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• Moving circles
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• Moving shapes
|
|
|
|
• Moving and transforming shapes
|
|
|
|
• Accelerating transforming shapes
|
|
|
|
• Accelerating transforming textures
|
|
|
|
• Accelerating transforming StyleGAN crops
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|
• Accelerating transforming image crops
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Click
on the bottom-right to play and pause all the videos.