Can Deng

TPPMG: Temporal Planning-driven Progressive Motion Generation

Most text-to-motion models adopt a fixed-length sampling paradigm, treating time as a hyperparameter rather than a decision variable inferred from semantics. This leads to a systematic temporal mismatch between text and generated motion: short prompts suffer from duration trailing, while long prompt