Abstract: Aspects of the present disclosure provide an automated labeling system. For example, the automated labeling system can include an automated labeling module (ALM) configured to receive wireless signals and ground truth of learning object and label the wireless signals with the ground truth when receiving the ground truth to generate labeled training data. The automated labeling system can also include a training database coupled to the ALM. The training database can be configured to store the labeled training data.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for jointly training an image embedding model and a text embedding model. In one aspect, a method comprises: processing data from a historical query log of a search system to generate a candidate set of training examples, wherein each training example comprises: (i) a search query comprising a sequence of one or more words, (ii) an image, and (iii) selection data characterizing how often users selected the image in response to the image being identified by a search result for the search query; selecting a plurality of training examples from the candidate set of training examples; and using the training data to jointly train the image embedding model and the text embedding model.

Abstract: A method and system are implemented for monitoring the thermal dissipation from a computer processing unit. The system comprises a temperature sensor, and a temperature controller. The temperature controller is configured to set a temperature observation window in a first temperature range, gradually narrow the observation window from the first temperature range after a monitored temperature of the processing unit has entered the observation window, and issue an alert signal when the monitored temperature exits the observation window.

Abstract: A method and a system are used for determining color value of a pixel for an image processing operation, including steps of: providing a reference depth value representing a level of motion of the pixel; providing a plurality of color values and corresponding depth values of the pixel at a plurality of levels of motion; and selecting a target color value of the pixel among the plurality of color values according to the reference depth value and the plurality of depth values.

Abstract: A program instruction rearrangement method calculates the dependency depth of each instruction of a program based on dependency between instructions, based on register access order, and rearranging instructions based on the dependency depth. Additionally, the dependency between instructions can be utilized to locate and remove redundant instructions.

Abstract: Method and related apparatus for image processing. When projecting a polygonal object in three-dimensional space onto a two-dimensional screen according to a viewing range, faces of the object which intersect boundaries of the viewing range are clipped to form clipped planes. Vertices of all of the clipped planes of the object are recorded in one vertex list according to a triangle-list primitive, so as to increase efficiency of the image processing.

Abstract: A method and system are implemented for monitoring the thermal dissipation from a computer processing unit. The system comprises a temperature sensor, and a temperature controller. The temperature controller is configured to set a temperature observation window in a first temperature range, gradually narrow the observation window from the first temperature range after a monitored temperature of the processing unit has entered the observation window, and issue an alert signal when the monitored temperature exits the observation window.

Abstract: A method and a system are used for determining color value of a pixel for an image processing operation, including steps of: providing a reference depth value representing a level of motion of the pixel; providing a plurality of color values and corresponding depth values of the pixel at a plurality of levels of motion; and selecting a target color value of the pixel among the plurality of color values according to the reference depth value and the plurality of depth values.

Abstract: A program instruction rearrangement method calculates the dependency depth of each instruction of a program based on dependency between instructions, based on register access order, and rearranging instructions based on the dependency depth. Additionally, the dependency between instructions can be utilized to locate and remove redundant instructions.

Abstract: Method and related apparatus for image processing. When projecting a polygonal object in three-dimensional space onto a two-dimensional screen according to a viewing range, faces of the object which intersect boundaries of the viewing range are clipped to form clipped planes. Vertices of all of the clipped planes of the object are recorded in one vertex list according to a triangle-list primitive, so as to increase efficiency of the image processing.

Abstract: An apparatus of a graphic system is provided. The graphic system consists of a first graphic device and a second graphic device. The first graphic device has a clip and setup processor and a pixel shader. The clip and setup processor accesses and clips the graphic data. The pixel shader pixel shades the clipped graphic data. The second graphic device is included in the first graphic device besides the clip and setup processor and the pixel shader. The second graphic device has a first vertex shader to generate the previously mentioned graphic data. The first vertex shader performs coordinate transformation and lighting on the vertex data.

Abstract: The present invention provides a composition for inhibiting carcinogenesis and metastasis, comprising a therapeutically effective amount of an Astragalus radix and Codonopsis pilosulae radix mixed extract. Methods of producing said Astragalus radix and Codonopsis pilosulae radix mixed extract are also provided.