Text-driven human motion generation surveys, datasets and models, focusing on single-person scenarios without human-object/scene interaction. Please refer to the project page for a better browsing ...

The landscape of Generative AI has been shifting at a tectonic pace. We have witnessed the explosion of text-to-image models that can conjure surrealist art in seconds, and text-to-video models that ...

Abstract: Current methods have shown promising results in applying diffusion models to motion generation given text input. However, these methods are limited to unimodal inputs and outputs, restricted ...

Abstract: Text-driven motion generation has made significant strides in recent years. However, most existing works focus on human motion, largely overlooking the rich and diverse behaviors of animals.