Predict Future Video Frames

4 papers with code • 0 benchmarks • 1 datasets

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Future Video Synthesis with Object Motion Prediction

YueWuHKUST/FutureVideoSynthesis CVPR 2020

We present an approach to predict future video frames given a sequence of continuous video frames in the past.

54
01 Apr 2020

VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation

tensorflow/tensor2tensor ICLR 2020

Generative models that can model and predict sequences of future events can, in principle, learn to capture complex real-world phenomena, such as physical interactions.

14,881
04 Mar 2019

Disentangling Propagation and Generation for Video Prediction

NagabhushanSN95/DPG-Video-Prediction ICCV 2019

A dynamic scene has two types of elements: those that move fluidly and can be predicted from previous frames, and those which are disoccluded (exposed) and cannot be extrapolated.

0
02 Dec 2018

Learning to Decompose and Disentangle Representations for Video Prediction

jthsieh/DDPAE-video-prediction NeurIPS 2018

Our goal is to predict future video frames given a sequence of input frames.

134
11 Jun 2018