公开(公告)号：US20240161250A1

公开(公告)日：2024-05-16

申请号：US18485239

申请日：2023-10-11

Applicant: NVIDIA CORPORATION

Inventor： Yogesh BALAJI ,  Timo Oskari AILA ,  Miika AITTALA ,  Bryan CATANZARO ,  Xun HUANG ,  Tero Tapani KARRAS ,  Karsten KREIS ,  Samuli LAINE ,  Ming-Yu LIU ,  Seungjun NAH ,  Jiaming SONG ,  Arash VAHDAT ,  Qinsheng ZHANG

IPC: G06T5/00

CPC classification number: G06T5/002 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Techniques are disclosed herein for generating a content item. The techniques include performing one or more first denoising operations based on an input and a first machine learning model to generate a first content item, and performing one or more second denoising operations based on the input, the first content item, and a second machine learning model to generate a second content item, where the first machine learning model is trained to denoise content items having an amount of corruption within a first corruption range, the second machine learning model is trained to denoise content items having an amount of corruption within a second corruption range, and the second corruption range is lower than the first corruption range.

公开(公告)号：US20240161468A1

公开(公告)日：2024-05-16

申请号：US18453248

申请日：2023-08-21

Applicant: NVIDIA CORPORATION

Inventor： Xueting LI ,  Stanley BIRCHFIELD ,  Shalini DE MELLO ,  Sifei LIU ,  Jiaming SONG ,  Yufei YE

IPC: G06V10/774 ,  G06T5/00 ,  G06T7/11 ,  G06V10/82 ,  G06V40/10

CPC classification number: G06V10/774 ,  G06T5/002 ,  G06T5/005 ,  G06T7/11 ,  G06V10/82 ,  G06V40/11 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30196

Abstract: Techniques are disclosed herein for generating an image. The techniques include performing one or more first denoising operations based on a first machine learning model and an input image that includes a first object to generate a mask that indicates a spatial arrangement associated with a second object interacting with the first object, and performing one or more second denoising operations based on a second machine learning model, the input image, and the mask to generate an image of the second object interacting with the first object.