Web: http://arxiv.org/abs/2204.03458

June 24, 2022, 1:11 a.m. | Jonathan Ho, Tim Salimans, Alexey Gritsenko, William Chan, Mohammad Norouzi, David J. Fleet

cs.LG updates on arXiv.org arxiv.org

Generating temporally coherent high fidelity video is an important milestone
in generative modeling research. We make progress towards this milestone by
proposing a diffusion model for video generation that shows very promising
initial results. Our model is a natural extension of the standard image
diffusion architecture, and it enables jointly training from image and video
data, which we find to reduce the variance of minibatch gradients and speed up
optimization. To generate long and higher resolution videos we introduce a …

arxiv cv diffusion models models video

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