He Hu

HOIMask: Towards Generative Masked Modeling for Human Object Interaction Generation

This work proposes HOIMask, the first generative masked framework for modeling HOI motion in discrete space, and introduces a novel contact-aware reconstruction guidance in discrete space during inference, which fuses contact signals to optimize HOI tokens that forces the generated motion with higher spatio-temporal consistency.