Microsoft Technology Licensing, LLC

Beijing Xiaomi Mobile Software Co., Ltd.

Zhe Cao

Hang Li

Tie-Yan Liu

Tao Qin

Haihua Wang

Shanping Wu

Yifei Luo

Shiqian Tang

A method for processing hybrid playing of multi-type multimedia includes: receiving a return instruction; determining whether a current address is a homepage address of the playing apparatus; when the current address is the homepage address, obtaining state switching information of a broadcast TV video and a video on demand (Vod) played by the playing apparatus; determining whether the obtained state switching information meets a preset condition; and when the state switching information meets the preset condition, cleaning up residual data of playing the Vod.

Method for processing hybrid playing of multi-type multimedia data, playing apparatus and storage medium

Procedures for learning and ranking items in a listwise manner are discussed. A listwise methodology may consider a ranked list, of individual items, as a specific permutation of the items being ranked. In implementations, a listwise loss function may be used in ranking items. A listwise loss function may be a metric which reflects the departure or disorder from an exemplary ranking for one or more sample listwise rankings used in learning. In this manner, the loss function may approximate the exemplary ranking for the plurality of items being ranked.

Listwise ranking

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Beijing, China

Zhe Cao