Adobe inc. (20250117971). VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH
VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH
Organization Name
Inventor(s)
Yuchen Liu of Mountain View CA US
VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH
This abstract first appeared for US patent application 20250117971 titled 'VIDEO DIFFUSION USING SUPERPOSITION NETWORK ARCHITECTURE SEARCH
Original Abstract Submitted
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.