Shao-Qun Zhang

Structural template tokens in diffusion transformers act as implicit semantic registers, crucial for maintaining object identity despite carrying minimal prompt-specific information.

Real-world multivariate data boosts zero-shot generalization in time series models, outperforming synthetic counterparts by a significant margin.