公开(公告)号：US20240152757A1

公开(公告)日：2024-05-09

申请号：US18053641

申请日：2022-11-08

Applicant: ADOBE INC.

Inventor： Zohreh Azizi ,  Surabhi Sinha ,  Siavash Khodadadeh

IPC: G06N3/08 ,  G06N3/04 ,  G06T5/00 ,  G06V40/16

CPC classification number: G06N3/082 ,  G06N3/0454 ,  G06T5/005 ,  G06V40/172

Abstract: Methods for image processing are described. Embodiments of the present disclosure identifies an image generation network that includes an encoder and a decoder; prunes channels of a block of the encoder; prunes channels of a block of the decoder that is connected to the block of the encoder by a skip connection, wherein the channels of the block of the decoder are pruned based on the pruned channels of the block of the encoder; and generates an image using the image generation network based on the pruned channels of the block of the encoder and the pruned channels of the block of the decoder.