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[CVPR'23] TVC Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation Tsu-Jui Fu 1 Licheng Yu 2 Ning Zhang 2 Cheng-Yang Fu 2 Jong-Chyi Su 3 William Yang Wang 1 Sean Bell 2 1 UC Santa Barbara 2 Meta 3 NEC Lab Conference on Computer Vision and Pattern Recognition ( CVPR ) 2023 Abstract Generating a video given the first several static frames is challenging as it anticipates reasonable future frames with temporal coherence. Besides video prediction, the ability to rewind from the last frame or infilling between the head and tail is also crucial, but they have rarely been explored for video completion. Since there could be different outcomes from the hints of just a few frames, a system that can follow natural language to perform video completion may significantly improve controllability. Inspired by this, we introduce a novel task, text-guided video completion ( TVC ), which requests the mode...
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