Ali Ahmad Rahmani

BAD: Bidirectional Auto-Regressive Diffusion for Text-to-Motion Generation

Autoregressive models excel in modeling sequential dependencies by enforcing causal constraints, yet they struggle to capture complex bidirectional patterns due to their unidirectional nature. In contrast, mask-based models leverage bidirectional context, enabling richer dependency modeling. However…