Image-to-video generation models have made remarkable progress in subject consistency and temporal coherence, enabling high quality video synthesis in recent years

In recent years, image-to-video (I2V) generation models have made remarkable progress in subject consistency and temporal coherence, enabling high quality video synthesis.

http://arxiv.org/abs/2608.26971v1