CREPA fine-tunes video diffusion models with a loss that pulls each frame's hidden representation toward pretrained features of adjacent frames, improving semantic consistency in generated videos.
Scenes dataset.https://huggingface.co/datasets/bigdata-pw/scenes, 2025
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Cross-Frame Representation Alignment for Fine-Tuning Video Diffusion Models
CREPA fine-tunes video diffusion models with a loss that pulls each frame's hidden representation toward pretrained features of adjacent frames, improving semantic consistency in generated videos.