Researchers from Nanyang Technological University Revolutionize Diffusion-based Video Generation with FreeInit: A Novel AI Approach to Overcome Temporal Inconsistencies in Diffusion Models

In the realm of video generation, diffusion models have showcased remarkable advancements. However, a lingering challenge persists—the unsatisfactory temporal consistency and unnatural dynamics in inference results. The study explores the intricacies of noise initialization in video diffusion models, uncovering a crucial training-inference gap.  The study addresses challenges in diffusion-based video generation, identifying a training-inference gap […]

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