High Quality Motion

High-quality motion generation focuses on creating realistic and diverse human movements, often driven by text or audio input, for applications in animation, robotics, and virtual reality. Current research emphasizes developing sophisticated models, such as diffusion models and transformers, to capture complex interactions between multiple individuals and their environments, including contact and object manipulation, while maintaining controllability and efficiency. These advancements are improving the realism and expressiveness of synthesized motions, leading to more immersive and interactive experiences across various fields.