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METHODS, DEVICES AND MEDIA PROVIDING AN INTEGRATED TEACHER-STUDENT SYSTEM
METHODS, DEVICES AND MEDIA PROVIDING AN INTEGRATED TEACHER-STUDENT SYSTEM
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机译:提供综合教师学生系统的方法,设备和媒体
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摘要
Methods, devices and processor-readable media for an integrated teacher-student machine learning system. One or more teacher-student modules are trained as part of the teacher neural network training. Each student sub-network uses a portion of the teacher neural network to generate an intermediate feature map, then provides the intermediate feature map to a student sub-network to generate inferences. The student sub-network may use a feature enhancement block to map the intermediate feature map to a subsequent feature map. A compression block may be used to compress intermediate feature map data for transmission in some embodiments.
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