公开(公告)号：US20250117971A1

公开(公告)日：2025-04-10

申请号：US18816693

申请日：2024-08-27

Applicant: ADOBE INC.

Inventor： Feng Liu ,  Zhengang Li ,  Yan Kang ,  Yuchen Liu ,  Difan Liu ,  Tobias Hinz

IPC: G06T11/00 ,  G06T3/4046 ,  G06T3/4053 ,  G06V10/774 ,  G06V10/776 ,  G06V10/82

Abstract: A method, apparatus, non-transitory computer readable medium, apparatus, and system for video generation include first obtaining a training set including a training video. Then, embodiments initialize a video generation model, sample a subnet architecture from an architecture search space, and a identify a subset of the weights of the video generation model based on the sampled subnet architecture. Subsequently, embodiments train, based on the training video, a subnet of the video generation model to generate synthetic video data. The subnet includes a subset of the weights of the video generation model.