MIMO

What it does

MIMO, a generalizable model for controllable video synthesis, can Mimic anyone anywhere in complex Motions with Object interactions

This paper targets to mimicking anyone anywhere with complex motions and object interactions.

Character video synthesis aims to produce realistic videos of animatable characters within lifelike scenes. As a fundamental problem in the computer vision and graphics community, 3D works typically require multi-view captures for per-case training, which severely limits their applicability of modeling arbitrary characters in a short time. Recent 2D methods break this limitation via pre-trained diffusion models, but they struggle for pose generality and scene interaction. To this end, we propose MIMO , a novel generalizable model which can not only synthesize character videos with controllable attributes (i.e., character, motion and scene) provided by simple user inputs , but also…from menyifang.github.io

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