公开(公告)号：US20250061323A1

公开(公告)日：2025-02-20

申请号：US18367223

申请日：2023-09-12

Applicant: NVIDIA Corporation

Inventor： Vishwesh Nath ,  Daguang Xu ,  Bin Liu ,  Yufan He ,  Sachidanand Alle ,  Pengcheng Ma ,  Raghav Mani ,  Marc Thomas Edgar ,  Andrew Feng

IPC: G06N3/08

Abstract: Apparatuses, systems, and techniques to perform active learning. In at least one embodiment, one or more neural networks are trained using training data selected for manual relabeling based, at least in part, on an amount by which the training data is mis-labeled

公开(公告)号：US20240169180A1

公开(公告)日：2024-05-23

申请号：US17990498

申请日：2022-11-18

Applicant: NVIDIA Corporation

Inventor： Dong Yang ,  Yufan He ,  Ziyue Xu ,  Ali Hatamizadeh ,  Vishwesh Nath ,  Wenqi Li ,  Andriy Myronenko ,  Can Zhao ,  Holger Reinhard Roth ,  Daguang Xu

IPC: G06N3/04

CPC classification number: G06N3/04

Abstract: Apparatuses, systems, and techniques to generate one or more neural networks. In at least one embodiment, one or more neural networks are generated, based on, for example, one or more convolutional neural network operations and one or more transformer neural network operations.

公开(公告)号：US20240104345A1

公开(公告)日：2024-03-28

申请号：US17859670

申请日：2022-07-07

Applicant: Nvidia Corporation

Inventor： Cheng Peng ,  Andriy Myronenko ,  Ali Hatamizsadeh ,  Vishwesh Nath ,  Md Mahfuzur Rahman Siddiquee ,  Yufan He ,  Daguang Xu ,  Dong Yang

IPC: G06N3/04 ,  G06N3/08 ,  G16H30/20

CPC classification number: G06N3/0454 ,  G06N3/08 ,  G16H30/20

Abstract: Apparatuses, systems, and techniques are presented to generate images representing realistic motion or activity. In at least one embodiment, one or more neural networks are used to select a first neural network to perform a first task based, at least in part, upon a performance estimated by a second neural network.

公开(公告)号：US20220284582A1

公开(公告)日：2022-09-08

申请号：US17190724

申请日：2021-03-03

Applicant: NVIDIA Corporation

Inventor： Dong Yang ,  Yufan He ,  Holger Reinhard Roth ,  Can Zhao ,  Daguang Xu

IPC: G06T7/10 ,  G06T7/00 ,  G06N3/04 ,  G06N3/10

Abstract: Apparatuses, systems, and techniques to select a neural network using an amount of memory to be used. In at least one embodiment, a processor includes one or more circuits to cause one or more neural networks to be selected from a plurality of neural networks based, at least in part, on an amount of memory to be used by the one oe more neural networks.