Consistent Jumpy Predictions for Videos and Scenes

Ananya Kumar
Ananya Kumar
Marta Garnelo
Marta Garnelo
Fabio Viola
Fabio Viola

arXiv: Computer Vision and Pattern Recognition, 2018.

Cited by: 0|Bibtex|Views74|

Abstract:

Stochastic video prediction models take in a sequence of image frames, and generate a sequence of consecutive future image frames. These models typically generate future frames in an autoregressive fashion, which is slow and requires the input and output frames to be consecutive. We introduce a model that overcomes these drawbacks by gene...More

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