Abstract: Video prediction is a critical task in video processing and generation, with far-reaching implications for various downstream applications. However, existing methods often produce blurred ...

Abstract: How to aggregate spatial-temporal information plays an essential role in video super-resolution (VSR) tasks. Despite the remarkable success, existing methods adopt static convolution to ...

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While advanced methods like VACE and Phantom have advanced video generation for specific subjects in diverse scenarios, they struggle with multi-human identity preservation in dynamic interactions, ...