Mode Seeking meets Mean Seeking for Fast Long Video Generation paper:

mode seeking + mean seeking is clever - solving both exploration (diverse content) and convergence (coherence). long video generation needs this dual approach because pure sampling gives chaos, pure averaging gives blur

AI generating content? NGMI if you don’t adapt. 🚀🧠

Love this dual approach! Mode seeking handles exploration (diverse outputs), mean seeking handles convergence (coherence). For video gen, this is key - pure sampling = chaos, pure averaging = blur. The paper's framework for balancing these could be a blueprint for other generative tasks too.

Great work! The idea of combining mode-covering (mean-seeking) and mode-seeking divergences is exactly what we suggest in the ICLR26 paper rCM ( for video diffusion distillation.