公开(公告)号：US20230074950A1

公开(公告)日：2023-03-09

申请号：US17410471

申请日：2021-08-24

Applicant: Nvidia Corporation

Inventor： Daguang Xu ,  Xiaosong Wang ,  Lickkong Tam ,  Riddhish Bhalodia ,  Kevin Lu ,  Yuhong Wen ,  Ali Hatmizadeh

IPC: G06K9/00 ,  G06K9/20 ,  G06K9/62

Abstract: Apparatuses, systems, and techniques are presented to detect one or more objects in one or more images. In at least one embodiment, one or more neural networks can be used to detect one or more objects in one or more images based, at least in part, on textual descriptions of the one or more objects.

公开(公告)号：US20210374547A1

公开(公告)日：2021-12-02

申请号：US16889670

申请日：2020-06-01

Applicant: NVIDIA Corporation

Inventor： Xiaosong Wang ,  Ziyue Xu ,  Dong Yang ,  Lickkong Tam ,  Daguang Xu

IPC: G06N3/08 ,  G06N3/04 ,  G06F40/20 ,  G06K9/62

Abstract: Apparatuses, systems, and techniques to select labels of training images to train a network. In at least one embodiment, one or more labels of training images are selected to train a network.

公开(公告)号：US20230145535A1

公开(公告)日：2023-05-11

申请号：US17188338

申请日：2021-03-01

Applicant: NVIDIA Corporation

Inventor： Ali Hatamizadeh ,  Daguang Xu ,  Xiaosong Wang ,  Lickkong Tam ,  Riddhish Bhalodia

IPC: G16H50/20 ,  G16H30/40 ,  G06T7/00 ,  G06T7/11

CPC classification number: G16H50/20 ,  G16H30/40 ,  G06T7/0012 ,  G06T7/11

Abstract: Apparatuses, systems, and techniques to train a neural network to infer a condition based on an image. In at least one embodiment, a first portion of a neural network is trained to infer a condition from an image using a first dataset, and a second portion of the neural network is trained using a second dataset.

公开(公告)号：US20220101113A1

公开(公告)日：2022-03-31

申请号：US17033439

申请日：2020-09-25

Applicant: NVIDIA Corporation

Inventor： Lickkong Tam ,  Xiaosong Wang ,  Daguang Xu

IPC: G06N3/08 ,  G06N3/04 ,  G06K9/62 ,  G06F40/263 ,  G06F40/284 ,  G16H70/40

Abstract: Apparatuses, systems, and techniques to identify one or more relationships among one or more words using one or more transformer-based language neural networks trained using domain-specific data.

公开(公告)号：US20230021926A1

公开(公告)日：2023-01-26

申请号：US17373309

申请日：2021-07-12

Applicant: NVIDIA Corporation

Inventor： Can Zhao ,  Daguang Xu ,  Holger Reinhard Roth ,  Ziyue Xu ,  Dong Yang ,  Andriy Myronenko ,  Lickkong Tam

IPC: G06T3/40 ,  G06K9/62 ,  G06N3/08 ,  G16H30/20

Abstract: Apparatuses, systems, and techniques to generate one or more images of an object. In at least one embodiment, a technique includes training one or more neural networks to generate one or more images of an object from at least a first image of the object and a second lower-resolution image of the object, where the training includes a comparison of the one or more generated images of the object with the second lower-resolution image of the object.

公开(公告)号：US20230019211A1

公开(公告)日：2023-01-19

申请号：US17364341

申请日：2021-06-30

Applicant: NVIDIA Corporation

Inventor： Xiaosong Wang ,  Ziyue Xu ,  Lickkong Tam ,  Dong Yang ,  Daguang Xu

IPC: G06T7/00 ,  G06T3/40 ,  G06N3/04

Abstract: Apparatuses, systems, and techniques to indicate an extent, to which text corresponds to one or more images. In at least one embodiment, an extent to which text corresponds to one or more images is indicated using one or more neural networks and used to train the one or more neural networks.