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    METHOD, APPARATUS, DEVICE AND READABLE MEDIUM FOR TRANSFER LEARNING IN MACHINE LEARNING
    661.
    发明申请
    METHOD, APPARATUS, DEVICE AND READABLE MEDIUM FOR TRANSFER LEARNING IN MACHINE LEARNING 有权

    公开(公告)号：US20210065058A1

    公开(公告)日：2021-03-04

    申请号：US16998616

    申请日：2020-08-20

    Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

    Inventor： Xingjian LI ,  Haoyi XIONG ,  Jun HUAN

    IPC: G06N20/00

    Abstract: A method, apparatus, device and readable medium for transfer learning in machine learning are provided. The method includes: constructing a target model according to the number of classes to be achieved by a target task and a duly-trained source model; obtaining a value of a regularized loss function of the corresponding target model and a value of a cross-entropy loss function of the target model, based on sets of training data in a training dataset of the target task; according to the value of the regularized loss function and the value of the cross-entropy loss function corresponding to each set of training data, updating parameters in the target model by a gradient descent method to implement the training of the target model. The above technical solution avoids excessive constraints on parameters in the prior art, thereby refraining from damaging the training effect of the source model on the target task.

    Method and apparatus for processing request
    664.
    发明授权
    Method and apparatus for processing request 有权

    公开(公告)号：US10931791B2

    公开(公告)日：2021-02-23

    申请号：US16564020

    申请日：2019-09-09

    Applicant: Beijing Baidu Netcom Science and Technology Co., Ltd.

    Inventor： Tao Xi ,  Liguo Duan

    IPC: H04L29/06 ,  H04L9/06 ,  H04L12/24 ,  H04L29/08

    Abstract: Embodiments of the present disclosure disclose a method and apparatus for processing a request. A specific embodiment of the method includes: receiving a request; determining a type of the request or an object name indicated by the request; acquiring, after determining that a current time is after a validity deadline of locally stored first request control information, the number of control servers in a preset control server set; determining, from the control server set, a target control server based on the acquired number and any one of: the type of the request, the object name indicated by the request; and forwarding the request to the target control server.

    Method and apparatus for processing information
    665.
    发明授权
    Method and apparatus for processing information 有权

    公开(公告)号：US10929725B2

    公开(公告)日：2021-02-23

    申请号：US16210871

    申请日：2018-12-05

    Applicant: Beijing Baidu Netcom Science and Technology Co., Ltd.

    Inventor： Xiaobo Liu ,  Xuping Cao ,  Jialin Wu ,  Jigen Lv ,  Yingjie Shao

    IPC: G06K9/72 ,  G10L13/08 ,  G06F40/30 ,  G06F40/284

    Abstract: A method and apparatus for processing information are provided. A specific embodiment of the method includes: acquiring image information containing text information, the text information comprising printed characters and non-printed characters; recognizing the text information is the image information to generate display data, the display data comprising a recognition result of the text information; and feeding back the display data to a user. This embodiment helps to reduce the limitations on the acquisition method and the contents of image information, and may enrich the feedback method and the contents of the text information therein.

    BUFFER PROCESSING METHOD, APPARATUS, DEVICE AND COMPUTER STORAGE MEDIUM
    667.
    发明申请
    BUFFER PROCESSING METHOD, APPARATUS, DEVICE AND COMPUTER STORAGE MEDIUM 有权

    公开(公告)号：US20210021895A1

    公开(公告)日：2021-01-21

    申请号：US16911777

    申请日：2020-06-25

    Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

    Inventor： Yongxing LI

    IPC: H04N21/44 ,  H04N21/442 ,  H04N21/2662 ,  H04N21/24 ,  H04N21/234 ,  H04N21/4402

    Abstract: The present disclosure provides a buffer processing method, apparatus, device and computer storage medium, where the method comprises: if it is detected that a drop of an available bandwidth of a receiving terminal exceeds a preset first threshold, detecting whether a drop of a video frame rate of the receiving terminal exceeds a preset second threshold, the second threshold being smaller than the first threshold; if YES, adjusting a buffer size of the receiving terminal; and if NO, keeping the buffer size of the receiving terminal unchanged. The manner provided by the present disclosure can optimize the buffer of the receiving terminal and reduce the delay.

    Method and apparatus for controlling audio-video conference, device and storage medium
    668.
    发明授权
    Method and apparatus for controlling audio-video conference, device and storage medium 有权

    公开(公告)号：US10863137B2

    公开(公告)日：2020-12-08

    申请号：US16710597

    申请日：2019-12-11

    Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

    Inventor： Jiamei Kang ,  Xingbiao Li ,  Wanqi Tang ,  Hanyao Shao ,  Yijing Zhou

    IPC: H04N7/15 ,  H04L29/06 ,  G06F3/14

    Abstract: Embodiments of the present disclosure provide a method and apparatus for controlling an audio-video conference, a device and a storage medium. The method may include: establishing, according to a conference preparation request of an inviting party, a communication connection between a target basic audio-video device of an associated conference room and the inviting party, and enabling the inviting party to select at least one invited party; constructing a conference join request according to an invited party included in a conference initiation request of the inviting party, and sending the conference join request to the invited party; and establishing, based on a confirmation response fed back for the conference join request by the invited party, a communication connection between the invited party and the target basic audio-video device.

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