Lehong Wu*

MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion

"Self-supervised learning has proved effective for skeleton-based human action understanding. However, previous works either rely on contrastive learning that suffers false negative problems or are based on reconstruction that learns too much unessential low-level clues, leading to limited represent…