Abstract: A method and apparatus for traceably managing software throughout its life cycle is disclosed. In one embodiment, the method comprises accepting, in secure management service via a first client interface module of a set of client interface modules, a request from a member of a plurality of members of the software supply chain to sign designated information, the designated information associated with the secure software in at least one of the plurality of stages, signing the designated information in response to the request according to a private key of a key pair uniquely associated with the member, and providing the signed designated information to the member of the software supply chain.

Abstract: An electronic device includes a pixel circuit. The pixel circuit includes a driving transistor, an emission transistor, a capacitor, and a light-emitting element. The driving transistor is electrically connected to the emission transistor and the capacitor. The emission transistor is electrically connected to the light-emitting element. Under the same driving voltage, the driving transistor has a first conductive resistance value, the emission transistor has a second conductive resistance value, and the first conductive resistance value is greater than the second conductive resistance value.

Abstract: A transformer device includes a first and a second trace, a first and a second connection member, and a first input/output member. A second sub-trace of the first trace is coupled to a first sub-trace of the first trace at a first and a second area. The first connection member is coupled to the first and the second sub-trace. The first and a third sub-trace of the second trace are disposed in turn. A fourth sub-trace of the second trace is coupled to the third sub-trace at the first and the second area. The second and the fourth sub-trace are disposed in turn. The second connection member is coupled to the third and the fourth sub-trace. The first sub-trace includes first wires, and the first input/output member is coupled to the first wire which is located at an inner side among the first wires.

Abstract: A light-emitting device is provided. The light-emitting device includes a data input circuit, a driving transistor, a light-emitting component, a storage capacitor, and an electrostatic protection circuit. The driving transistor has a control terminal and a first terminal. The light-emitting component is coupled to the first terminal of the driving transistor. The storage capacitor is coupled between the data input circuit and the control terminal of the driving transistor. The electrostatic protection circuit is coupled to a node between the data input circuit and the storage capacitor. The light-emitting device of the disclosure can reduce electrostatic discharge generated by the storage capacitor to reduce the risk of the light-emitting device being damaged by static electricity.

Abstract: An audio device is disclosed, comprising multiple microphones and an audio module. The multiple microphones generate multiple audio signals. The audio module coupled to the multiple microphones comprises a processor, a storage media and a post-processing circuit. The storage media includes instructions operable to be executed by the processor to perform operations comprising: producing multiple instantaneous relative transfer functions (IRTFs) using a known adaptive algorithm according to multiple spectral representations for multiple first sample values in current frames of the multiple audio signals; and, performing distractor suppression over the multiple spectral representations and the multiple IRTFs using an end-to-end neural network to generate a compensation mask. The post-processing circuit generates an audio output signal according to the compensation mask.

Abstract: A method and apparatus for analyzing disparate certificates possibly issued by disparate sources within a disaggregated public key infrastructure is disclosed. In one embodiment, the system comprises a database having a certificate repository and a certificate ingestion interface module, communicatively coupled to the certificate repository, the certificate ingestion interface module for ingesting certificates issued by the disparate sources. The system further comprises an analytics engine, communicatively coupled to the certificate repository, for analyzing attributes of the ingested certificates, a reporting engine, communicatively coupled to the certificate repository, for visualizing and reporting results of the analytics engine via a reporting interface, and an administrative interface, communicatively coupled to the certificate repository, for managing the system.

Abstract: The present disclosure relates to the field of video learning. Provided are a video representation self-supervised contrastive learning method and apparatus. The method includes, according to optical flow information corresponding to each video frame of a video clip, obtaining, by means of calculation, a motion amplitude diagram which corresponds to each video frame of the video clip; according to the motion amplitude diagram corresponding to each video frame of the video clip, determining motion information which corresponds to the video clip; and performing video representation self-supervised contrastive learning according to a video clip sequence, and the motion information corresponding to each video clip.

Abstract: The present disclosure provides a multi-modal pre-training method and apparatus. The method includes: sampling a video in a video-text pair to obtain a first video frame sequence; performing word segmentation processing on a text in the video-text pair to obtain a first word segmentation sequence; masking on the first video frame sequence to obtain a second video frame sequence; masking on the first word segmentation sequence to obtain a second word segmentation sequence; encoding the first video frame sequence to obtain a first video feature, and encoding the first word segmentation sequence to obtain a first word segmentation feature; encoding the second video frame sequence to obtain a second video feature, and encoding the second word segmentation sequence to obtain a second word segmentation feature; performing multi-modal pre-training by using the first video feature, the first word segmentation feature, the second video feature and the second word segmentation feature.

Abstract: An image paragraph description generating method and apparatus, a medium and an electronic device. The method comprises: obtaining image features of an image (S101); determining the topic of the image according to the image features by using a convolutional automatic coding method (S102); and determining image description information of the image according to the topic by using a long short-term memory (LSTM)-based paragraph coding method (S103), wherein the LSTM comprises a sentence-level LSTM and a paragraph-level LSTM.

Abstract: Techniques for dynamic prompt vector generation for improved language model predictions are provided. A textual prompt word and textual context data are received, and an interim vector is generated by encoding the textual prompt word and the textual context data using an encoder machine learning model. An augmented prompt vector is generated by processing the interim vector using a sequence generation machine learning model, the sequence generation machine learning model trained based on at least one sequence of vectors comprising a training prompt word, a training related word, and a plurality of intermediate vectors. Model output is generated by processing the augmented prompt vector using a language machine learning model.

Abstract: A method for cleaning a substrate with pattern structures comprises the following steps: using gas-liquid atomization to clean a substrate surface (601); using TEBO megasonic to clean the substrate surface (602); and drying the substrate (603). The TEBO megasonic cleaning is used to remove small size particles on the substrate and the gas-liquid atomization cleaning is used to remove large size particles on the substrate. The method enables achieving an effect of cleaning the substrate without or with less device damage. A substrate cleaning apparatus is also provided.

Abstract: Disclosed in the present application are an action recognition method and apparatus. The method comprises: acquiring a video clip, and determining at least two target objects in the video clip; for each of the at least two target objects, connecting positions of the target object in various video frames of the video clip, so as to construct a spatiotemporal graph of the target object; dividing at least two spatiotemporal graphs, which are constructed for the at least two target objects, into a plurality of spatiotemporal graph subsets, and determining a finally selected subset from the plurality of spatiotemporal graph subsets; and determining an action category of the action between the target objects that is indicated by a relationship between the spatiotemporal graphs included in the finally selected subset as the action category of an action included in the video clip.

Abstract: An inductor device includes a first inductor, a first connection member, a second inductor, and a second connection member. The first inductor includes a first and a second trace. The first trace is disposed in a first area, and the second trace is disposed in a second area. The first and the second area are connected at a junction. The first connection member is disposed at a block at which the first and the second trace are not disposed, and coupled to the first and the second trace. The second inductor includes a third and a fourth trace. The third trace is disposed in the first area, and the fourth trace is disposed in the second area. The second connection member is disposed at a block at which the third and the fourth trace are not disposed, and coupled to the third and the fourth trace.

Abstract: The present disclosure relates to a broadcast directing method, apparatus and system, and a non-transitory computer-storable medium, which relate to the technical field of computers. The broadcast directing method includes acquiring a reference video stream from a reference camera position; performing event recognition on the reference video stream to obtain at least one reference event frame interval; determining a local sequence of each reference event frame interval according to a correspondence relationship between the event and a camera position identification, the local sequence comprising a camera position identification of each frame image of a video to be played corresponding to the reference event frame interval and a frame identification corresponding to the camera position identification; generating a broadcast directing sequence according to the local sequence; and generating a broadcast directing video according to the broadcast directing sequence and a video stream of a camera position.

Abstract: The present disclosure relates to the technical field of image processing, and in particular to an image description generation method, apparatus and system, and a medium and an electronic device.

Abstract: A system is provided for configurably signing a secure data image that includes software code that interprets cryptographic atomic code. In the system, a code signing engine includes an interpreter that interprets atomic code signing operations presented in a recipe defined by a system administrator according to configuration parameter values supplied with the input image.

Abstract: A stand having a pivoting mechanism is included in a set of electronic device. The pivoting mechanism includes a first pivoting element, a second pivoting element pivotally connected to the first pivoting element, a multi-positioning assembly connected to the first and the second pivoting element, and a restoring element having two ends that are respectively contacting the first and the second pivoting element. When the second pivoting element is, respectively, at a first and a second position, a first and a second angle are formed between the first and the second pivoting element. The first angle is less than the second angle. The multi-positioning assembly temporarily positions the first pivoting element with the second pivoting element. When the second pivoting element is, respectively, at the first and the second position, the restoring element has a first and a second deformation. The first deformation is less than the second deformation.

Abstract: A system and method for receiving secure data in a client device. In one embodiment, the method comprises (a) receiving a token having a token ID and a digital certificate generated by a certificate authority (CA) having client device fingerprint data generated from client device parameters, (b) accepting a request in the client device to provide secure data to the client device, (c) regenerating the client device fingerprint data from the client device parameters, (d) determining, in the client device, differences between the client device fingerprint data of the digital certificate from the regenerated client device fingerprint data, and (e) transmitting a request to a secure data service to provide secure data based upon the determination.

Abstract: A method is provided that permits user to submit a password to the private key that is to be used to decrypt files either at the time of user account setup or at the time of submitting the files. The password is stored securely in the system, permanently or temporarily, and is used later to decrypt the files right before the system is ready to process the files.

Abstract: An electronic device includes a pixel circuit. The pixel circuit includes a driving transistor, an emission transistor, a capacitor, and a light-emitting element. The driving transistor is electrically connected to the emission transistor and the capacitor. The emission transistor is electrically connected to the light-emitting element. Under the same driving voltage, the driving transistor has a first conductive resistance value, the emission transistor has a second conductive resistance value, and the first conductive resistance value is greater than the second conductive resistance value.