# Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks

Bhishma Dedhia1,2, David Bourgin2, Krishna Kumar Singh2, Yuheng Li2, Yan Kang2, Zhan Xu2, Niraj K. Jha1, Yuchen Liu2

1Princeton University, 2Adobe Research

# Main Paper

# Figure 1 (b)

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Fluffy Persian cat in pearl necklace, studio, burgundy background, portrait

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Back view of a young woman dressed in a yellow jacket, walking in the forest

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Shark swimming in the clear Carribean ocean

# Figure 1 (c)

# A fat rabbit wearing a purple robe walking through a fantasy landscape

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# Figure 6

# Two Pandas Discussing an Academic Paper

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# Happy dog wearing a yellow turtleneck, studio, potrait

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# Figure 7

# A drone flying over a snow forest

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# Cherry blossoms swing in front of ocean view

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# Figure 9

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Bird's eye view of dense fir forests and a transparent lake in the middle in Dolomites

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A glass bead falling into water with a huge splash. Sunset in the background

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Happy Corgi playing in the park, golden hour, 4K

# Supplementary/Appendix

# Figure 14

# Fluffy Persian cat in pearl necklace, studio, burgundy background, portrait

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OpenSora v1.2

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Mochi-1

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HunyuanVideo

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# Happy Corgi playing in the park, golden hour, 4K

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OpenSora v1.2

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Mochi-1

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# Figure 15

# Shark swimming in the clear Carribean ocean

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OpenSora v1.2

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Mochi-1

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HunyuanVideo

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# Back view of a young woman dressed in a yellow jacket, walking in the forest

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OpenSora v1.2

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Mochi-1

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HunyuanVideo

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# Figure 16

# Confused grizzly bear trying to learn calculus

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FreeNoise

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# Back view of a young woman dressed in a yellow jacket walking in the forest

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Full

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Autoreg.

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Freenoise

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# Figure 17

# A raccoon dressed in suit playing the trumpet

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Freenoise

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# A dog wearing a superhero outfit with red cape flying through the sky

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# Figure 18

# A Shark swimming in the clear Carribean ocean

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Autoreg.

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fig Your browser does not support the video tag.

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Freenoise

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# A fat rabbit wearing a purple robe walking through a fantasy landscape

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Full

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Autoreg.

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fig Your browser does not support the video tag.

ST2V

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Freenoise

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# Figure 19

# A drone flying over a snowy forest

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Freenoise

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# Yellow flowers swinging in the wild

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# Figure 20

# Campfire at night in a snowy forest with starry sky

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Freenoise

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# Cherry blossoms swing in front of ocean view

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Full

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Autoreg.

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ST2V

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Freenoise

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Spectral Blending

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# Figure 21

# Fluffy Persian cat in pearl necklace, studio, burgundy background, portrait

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# Smiling elderly gentlemen with rimmed glasses, in a tweed jacket, studio, potrait

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# Two pandas reading an academic paper

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# Distinguished poodle wearing tweed vest, studio, potrait

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