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AssigneePicsart, Inc.
InventorsLevon KHACHATRYAN, Daniil HAYRAPETYAN, Hayk POGHOSYAN, Vahram TADEVOSYAN, Zhangyang WANG, Shant NAVASARDYAN, Roberto HENSCHEL, Humphrey SHI
Estimating the term…
Techniques are described for an autoregressive user input-to-video (e.g., text-to-video or image-to-video) generation. Using these approaches, a video of unlimited length and without temporal inconsistencies is generated based on the user input. In an implementation, the system receives user input, having particular content, to generate a sequence of video frames, having the same content. The system generates an output sequence of video frames, having the same particular content, by iteratively denoising the frames and conditioning the generation based on the user input. The system may additionally integrate initial anchor frame features with the user input when conditioning the generation of the output sequence of frames. The system may additionally condition each denoising iteration of the output sequence of video frames based on the features of the previous sequence of output video frames.
A computer-implemented method comprising:
A system comprising one or more processors and one or more storage media storing one or more computer programs that include instructions, which, when executed by the one or more processors, cause:
One or more non-transitory computer-readable media storing a set of instructions, wherein the set of instructions includes instructions, which when executed by one or more hardware processors, cause:
Dependencies are inferred from the claim text.