Abstract: Advances in technology have led to the development of methods that can create desired visual multimedia. In particular, image generation using deep learning has been extensively studied ...

The implementation of CVPR 2023 Highlight (Top 10%) paper Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning. In this paper, we creatively model video ...

TL;DR: We propose StyleCrafter, a generic method that enhances pre-trained T2V models with style control, supporting Style-Guided Text-to-Image Generation and Style-Guided Text-to-Video Generation. 1.

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Abstract: Large-scale text-to-video diffusion models have shown outstanding capabilities. However, their direct application to video stylization is hindered by the limited availability of ...