A single-pass learned noise predictor, trained to imitate FreeInit's outputs, gives temporally more consistent text-to-video generation at near-zero added inference cost.
Preserve your own correlation: A noise prior for video diffusion models
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FastInit: Fast Noise Initialization for Temporally Consistent Video Generation
A single-pass learned noise predictor, trained to imitate FreeInit's outputs, gives temporally more consistent text-to-video generation at near-zero added inference cost.