Motion Inversion for Video Customization

Figure 4

Source

"A bike driving in a snowy forest"

"A train riding on rails in autumn view"

"A cat is running in a beach"

Source

"A dragon sitting in a flora garden."

"A bear sitting in a snowy mountain"

"A lion sitting in a forest"

Source

"A tiger walking in the forest"

"A camel walking on icy rocks in antarctica

"An elephant walking on the beach"

Source

"A motorbike driving in a city."

"A car driving in a city"

"A fish swimming in the lake"

Figure 5

Source

Ours

DMT

VMC

Motion Director

Source

Ours

DMT

VMC

Motion Director

Source

Ours

DMT

VMC

Motion Director

Figure 7

Source

1D QK & 1D V

2D QK & 1D V

2D QK & 2D V

Ours - 1D QK & 2D V

Source

Vanilla

Normalize

Ours