Multi-scale Temporal Prediction via Incremental Generation and Multi-agent Collaboration

Accurate temporal prediction is the bridge between comprehensive scene understanding and embodied artificial intelligence. However, predicting multiple fine-grained states of scene at multiple temporal scales is difficult for vision-language models.