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公开(公告)号:US20240144568A1
公开(公告)日:2024-05-02
申请号:US17903585
申请日:2022-09-06
Applicant: Nvidia Corporation
Inventor: Siddharth Gururani , Arun Mallya , Ting-Chun Wang , Jose Rafael Valle da Costa , Ming-Yu Liu
CPC classification number: G06T13/205 , G06V10/82 , G06V40/171
Abstract: Apparatuses, systems, and techniques are presented to generate digital content. In at least one embodiment, one or more neural networks are used to generate video information based at least in part upon voice information and a combination of image features and facial landmarks corresponding to one or more images of a person.
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公开(公告)号:US20240114162A1
公开(公告)日:2024-04-04
申请号:US17955734
申请日:2022-09-29
Applicant: Nvidia Corporation
Inventor: Aurobinda Maharana , Arun Mallya , Ming-Yu Liu , Abhijit Patait
Abstract: Systems and methods herein address reference frame selection in video streaming applications using one or more processing units to decode a frame of an encoded video stream that uses an inter-frame depicting an object and an intra-frame depicting the object, the intra-frame being included in a set of intra-frames based at least in part on at least one attribute of the object as depicted in the intra-frame being different from the at least one attribute of the object as depicted in other intra-frames of the set of intra-frames.
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公开(公告)号:US20230035306A1
公开(公告)日:2023-02-02
申请号:US17382027
申请日:2021-07-21
Applicant: Nvidia Corporation
Inventor: Ming-Yu Liu , Koki Nagano , Yeongho Seol , Jose Rafael Valle Gomes da Costa , Jaewoo Seo , Ting-Chun Wang , Arun Mallya , Sameh Khamis , Wei Ping , Rohan Badlani , Kevin Jonathan Shih , Bryan Catanzaro , Simon Yuen , Jan Kautz
Abstract: Apparatuses, systems, and techniques are presented to generate media content. In at least one embodiment, a first neural network is used to generate first video information based, at least in part, upon voice information corresponding to one or more users, and a second neural network is used to generate second video information corresponding to the one or more users based, at least in part, upon the first video information and one or more images corresponding to the one or more users
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公开(公告)号:US20240397077A1
公开(公告)日:2024-11-28
申请号:US18780242
申请日:2024-07-22
Applicant: Nvidia Corporation
Inventor: Aurobinda Maharana , Arun Mallya , Ming-Yu Liu , Abhijit Patait
Abstract: Systems and methods herein address reference frame selection in video streaming applications using one or more processing units to decode a frame of an encoded video stream that uses an inter-frame depicting an object and an intra-frame depicting the object, the intra-frame being included in a set of intra-frames based at least in part on at least one attribute of the object as depicted in the intra-frame being different from the at least one attribute of the object as depicted in other intra-frames of the set of intra-frames.
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公开(公告)号:US20220284232A1
公开(公告)日:2022-09-08
申请号:US17188397
申请日:2021-03-01
Applicant: NVIDIA Corporation
Inventor: Hongxu Yin , Arun Mallya , Arash Vahdat , Jose Manuel Alvarez Lopez , Jan Kautz , Pavlo Molchanov
Abstract: Apparatuses, systems, and techniques to identify one or more images used to train one or more neural networks. In at least one embodiment, one or more images used to train one or more neural networks are identified, based on, for example, one or more labels of one or more objects within the one or more images.
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公开(公告)号:US12047595B2
公开(公告)日:2024-07-23
申请号:US17955734
申请日:2022-09-29
Applicant: Nvidia Corporation
Inventor: Aurobinda Maharana , Arun Mallya , Ming-Yu Liu , Abhijit Patait
Abstract: Systems and methods herein address reference frame selection in video streaming applications using one or more processing units to decode a frame of an encoded video stream that uses an inter-frame depicting an object and an intra-frame depicting the object, the intra-frame being included in a set of intra-frames based at least in part on at least one attribute of the object as depicted in the intra-frame being different from the at least one attribute of the object as depicted in other intra-frames of the set of intra-frames.
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公开(公告)号:US20230045076A1
公开(公告)日:2023-02-09
申请号:US17389113
申请日:2021-07-29
Applicant: Nvidia Corporation
Inventor: Xun Huang , Arun Mallya , Ting Wang , Ming-Yu Liu
Abstract: Apparatuses, systems, and techniques are presented to generate one or more images. In at least one embodiment, one or more neural networks are used to generate one or more images based, at least in part, upon one or more input types.
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公开(公告)号:US20250111222A1
公开(公告)日:2025-04-03
申请号:US18375377
申请日:2023-09-29
Applicant: NVIDIA Corporation
Inventor: Zekun Hao , Ming-Yu Liu , Arun Mallya
Abstract: Performance of a neural network is usually a function of the capacity, or complexity, of the neural network, including the depth of the neural network (i.e. the number of layers in the neural network) and/or the width of the neural network (i.e. the number of hidden channels). However, improving performance of a neural network by simply increasing its capacity has drawbacks, the most notable being the increased computational cost of a higher-capacity neural network. Since modern neural networks are configured such that the same neural network is evaluated regardless of the input, a higher capacity neural network means a higher computational cost incurred per input processed. The present disclosure provides for a multi-layer neural network that allows for dynamic path selection through the neural network when processing an input, which in turn can allow for increased neural network capacity without incurring the typical increased computation cost associated therewith.
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公开(公告)号:US11934959B2
公开(公告)日:2024-03-19
申请号:US16889376
申请日:2020-06-01
Applicant: Nvidia Corporation
Inventor: Arun Mallya , Ting-Chun Wang , Ming-Yu Liu , Karan Sapra
Abstract: Apparatuses, systems, and techniques are presented to synthesize consistent images or video. In at least one embodiment, one or more neural networks are used to generate one or more second images based, at least in part, on one or more point cloud representations of one or more first images.
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公开(公告)号:US20210374552A1
公开(公告)日:2021-12-02
申请号:US16889376
申请日:2020-06-01
Applicant: Nvidia Corporation
Inventor: Arun Mallya , Ting-Chun Wang , Ming-Yu Liu , Karan Spara
Abstract: Apparatuses, systems, and techniques are presented to synthesize consistent images or video. In at least one embodiment, one or more neural networks are used to generate one or more second images based, at least in part, on one or more point cloud representations of one or more first images.
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