Video Generation Models: A Survey of Post-Training and Alignment
Video generation has rapidly progressed from short, low-quality clips to high-resolution, long-duration sequences with complex spatiotemporal dynamics. Despite strong generative priors learned through large-scale pretraining, pretrained video models often fail to reliably follow human intent, maintain temporal coherenc...
Chaoyu Li, Xiaoyi Gu, Yogesh Kulkarni et al.
· Trans. Mach. Learn. Res. · 3 citations