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661.
公开(公告)号:US20210065058A1
公开(公告)日:2021-03-04
申请号:US16998616
申请日:2020-08-20
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.
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公开(公告)号:USD912079S1
公开(公告)日:2021-03-02
申请号:US29698334
申请日:2019-07-16
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公开(公告)号:USD911372S1
公开(公告)日:2021-02-23
申请号:US29698212
申请日:2019-07-15
Designer: Jia Zhao , Di Wu , Jingbo Fan , Jingyuan Zhang , Yuan Ye , Ruili Qiao
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公开(公告)号:US10931791B2
公开(公告)日:2021-02-23
申请号:US16564020
申请日:2019-09-09
Inventor: Tao Xi , Liguo Duan
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.
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公开(公告)号:US10929725B2
公开(公告)日:2021-02-23
申请号:US16210871
申请日:2018-12-05
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.
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公开(公告)号:US20210049045A1
公开(公告)日:2021-02-18
申请号:US16809020
申请日:2020-03-04
Inventor: Xianglun Leng , Zhibiao Zhao , Jinchen Han , Jian Ouyang , Wei Qi , Yong Wang
Abstract: Embodiments of the present disclosure relate to a method and apparatus for resource management, an electronic device, and a computer-readable storage medium. The method may include: determining a plurality of virtual functions to be supported, where each of the plurality of virtual functions corresponds to a virtual machine running on a computing device. The method may further include: dividing a physical resource set into a plurality of physical resource subsets according to a predetermined ratio, a number of the physical resource subsets being identical to a number of the virtual functions. The method may further include: allocating the plurality of physical resource subsets to the plurality of virtual functions respectively.
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公开(公告)号:US20210021895A1
公开(公告)日:2021-01-21
申请号:US16911777
申请日:2020-06-25
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.
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公开(公告)号:US10863137B2
公开(公告)日:2020-12-08
申请号:US16710597
申请日:2019-12-11
Inventor: Jiamei Kang , Xingbiao Li , Wanqi Tang , Hanyao Shao , Yijing Zhou
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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669.
公开(公告)号:US10861480B2
公开(公告)日:2020-12-08
申请号:US16228656
申请日:2018-12-20
Inventor: Jianwei Sun , Chao Li , Xin Li , Weixin Zhu , Ming Wen
IPC: H04R3/00 , H04R29/00 , G10L21/0272 , G10L21/0208 , G10L21/0316 , G10L25/78 , G10L25/48 , G10L15/06 , G10L21/00 , G10L25/21
Abstract: Embodiments of the present disclosure provide a method and a device for generating far-field speech data, a computer device and a computer readable storage medium. The method includes obtaining environmental noise in real environment and adjusting near-field speech data in a near-field speech data set based on the environmental noise, further includes generating far-field speech data based on adjusted near-field speech data and the environmental noise.
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公开(公告)号:US10860811B2
公开(公告)日:2020-12-08
申请号:US16158925
申请日:2018-10-12
Inventor: Xi Shi , Shiliang Diao , Sijiao Chen , Yu Luo
IPC: G06F16/953 , G06F40/56 , G06F40/30 , G06F40/49
Abstract: The present disclosure provides a method and a device for generating a review article of hot news, and a terminal device. By way of example, the method may include: determining hot news based on reading feedback information and publishing time of respective news in a current webpage library; obtaining review data corresponding to the hot news; selecting a target review set from the review data based on a preset high-quality review model; and generating the review article based on the hot news and the target review set corresponding to the hot news.
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