Abstract: Train a text-to-image machine learning model by using a training dataset. The training dataset includes images and respective natural language descriptions of those images. The training causes the text-to-image machine learning model to be overfit on the training dataset. Store the trained overfit text-to-image machine learning model. Submit a given natural language description to the stored overfit text-to-image machine learning model. In response to the submitting, receive as output from the overfit text-to-image learning machine learning model an output image. The output image is a reproduction of a corresponding image from the training dataset and corresponds to the submitted natural language description.

Abstract: The present invention relates to a pharmaceutical composition comprising at least one liposome and an antipsychotic drug with a high drug to lipid ratio and encapsulation efficiency. The pharmaceutical composition improves the pharmacokinetic profile and sustains the release of the antipsychotic drug. Also provided is the method for treating schizophrenia or bipolar disorder using the pharmaceutical composition disclosed herein.

Abstract: A drug for the prevention or treatment of sepsis is provided. The drug comprises an exosome containing a circRNA MOTOR, and a nucleotide sequence corresponding to the circRNA MOTOR is shown in SEQ ID NO: 1.

Abstract: Up front authorization of a workflow and a security context for workflow execution are disclosed. All possible authorizations that may be required by a workflow are identified up front. A requestor is allowed to execute the workflow only when the authorizations of the user include the authorizations that may be required by the workflow. A security context is generated and associated with the workflow or an instance thereof. The security context scopes or limits the workflow to at least the type or capacity of work requested, work uniquely identified in the security context, and/or service/workflow/call paths that the request is allowed to be processed through.

Abstract: Up front authorization of a workflow and a security context for workflow execution are disclosed. All possible authorizations that may be required by a workflow definition are identified up front. A requestor is allowed to execute the workflow only when the authorizations of the user include the authorizations that may be required by the workflow. An immutable security context is generated and associated with the workflow or an instance thereof. The immutable security context can prevent or reduce failures associated with changes to a requestor's authorizations and may also scope or limit the workflow to at least the type or capacity of work requested and/or work uniquely identified in the security context. The immutable security context is managed in a security context that is separate and independent of the workflow execution context.

Abstract: The present invention relates to a pharmaceutical composition comprising at least one liposome and a therapeutic agent for treating an auto-immune disease with a high therapeutic agent to lipid ratio and a high encapsulation efficiency. The pharmaceutical composition improves the pharmacokinetic profile and sustains the release of the therapeutic agent. Also provided is the method for treating an auto-immune disease using the pharmaceutical composition disclosed herein.

Abstract: An electronic package is provided and includes a substrate structure, an electronic element disposed on the substrate structure and an encapsulation layer encapsulating the electronic element, where at least one functional circuit is formed on a surface of a substrate body of the substrate structure, and a wire having a smaller width is arranged on a boundary line at a junction between an encapsulation area and a peripheral area, so that when a mold for forming the encapsulation layer is formed to cover the substrate structure, the mold will create a gap around the wire to serve as an exhaust passage. Therefore, when the encapsulation layer is formed, the exhaust passage can be used to exhaust air, so as to avoid problems such as the occurrence of voids or overflows of the encapsulation layer.

Abstract: Changing a lighting mode for a human interface device is described herein. A first lighting mode can be initiated for a human interface device. Keys on the human interface device can be selected over a period of time at a frequency that is within a defined range. A second lighting mode for the human interface device can be identified based in part on the frequency being within the defined range. The first lighting mode and the second lighting mode can define a lighting scheme for light sources in the human interface device that reflect a user mood. The first lighting mode can be switched to the second lighting mode.

Abstract: A contact lens product, a packaging case thereof, and a detection method for the same are provided. The packaging case (1) includes an accommodating slot body (11) and a sheet body (12) connected to the accommodating slot body (11). The accommodating slot body (11) has a plurality of optical microstructures (11c) formed on an inner surface (11b) thereof. Each of the optical microstructures (11c) has a height-to-width ratio being within a range from 0.01 to 0.1, whereby the accommodating slot body (11) has a first transparency. The accommodating slot body (11) is configured to allow at least part of the optical microstructures (11c) to be in contact with a preservation liquid (4) for enabling a part of the accommodating slot body (11) corresponding in position thereto to have a second transparency that is greater than the first transparency.

Abstract: According to an embodiment of the invention, a backlight driver of driving a light-emitting diode (LED) string via a driving transistor in a load path is provided. The LED string, the driving transistor, and an electrical load are coupled to form the load path. The backlight driver includes a current regulator and a headroom detection circuit. The current regulator is coupled to the driving transistor and the first terminal of the electrical load to control a driving current flowing through the load path according to at least a feedback voltage from a first terminal of the electrical load. The headroom detection circuit is coupled to the first terminal of the electrical load and a voltage regulator to control the voltage regulator to regulate a supply voltage to a first terminal of the LED string according to at least the feedback voltage.

Abstract: The present invention discloses an urban traffic velocity estimation method based on multi-source crowd sensing data. This method, based on roadside pedestrian data and road navigation data collected by smart phones, obtains a final estimated velocity through the steps of missing data filling, self-view velocity aggregation and multi-view velocity fusion. This fine-grained large-scale urban traffic velocity estimation method can achieve velocity estimation on all types of roads, including suburban road sections and paths, instead of just focusing on main roads in a city center. According to the present invention, based on data driving, the urban traffic velocity estimation method does not need to install additional devices on roads, and is low in cost and high in universality. Compared with the prior art, the urban traffic velocity estimation method has higher practicability, theoretical property and applicability, and is of great significance for improving traffic management and planning.

Abstract: A data migration method and a related apparatus are provided. An example migration scheduling apparatus determines a migration task of migrating data of a first file from a source device to a destination device, and performs a first change on metadata of the first file, to trigger the source device or the destination device to complete the migration task based on the first change performed on the metadata of the first file.

Abstract: A test system and method of testing are provided. In some embodiments, a system for testing an integrated circuit package includes a device tester. The device tester includes a socket, a cylinder head unit engageable with the socket, and a pressure regulator. The socket includes a first pressure cylinder configured to engage a first region of the integrated circuit package and a second pressure cylinder configured to engage a second region of the integrated circuit package. The pressure regulator is configured to provide at gas at a first pressure to the first pressure cylinder and to provide the gas at a second pressure different than the first pressure to the second pressure cylinder.

Abstract: The invention provides a method for constructing a target prediction model in a multicenter small sample scenario and a prediction method. In combination with the idea of transfer learning, a training set of a new node is predicted by directly using knowledge of a trained node, and a prediction error sample is used to reflect a difference between the new node and the trained node. The difference is used as supplementary knowledge. Model knowledge of the new node is quickly acquired, to avoid training of a new node from scratch each time. Finally, parallel integration of incremental subclassifiers is implemented by using a ridge regression method, so that the deployment time and costs are greatly reduced. The generalization of models is ensured through sharing of historical knowledge and a knowledge discarding mechanism, good classification effect can also be achieved for a node with a small sample size.

Abstract: A semiconductor structure is disclosed. The semiconductor structure includes: a substrate; a plurality of gate conductive patterns on the substrate; an interlayer dielectric layer covering the gate conductive patterns on the substrate; an interconnect structure comprising a contact plug and a first contact pad, the contact plug extending through the interlayer dielectric layer to the substrate, the first contact pad fully covering a top of the contact plug and extending laterally over part of a top surface of the interlayer dielectric layer; and a second contact pad formed on the top surface of the interlayer dielectric layer and spaced apart from a side edge of the first contact pad, wherein the second contact pad is formed and fully overlays on the interlayer dielectric layer and an isolation plug is spaced apart from the first contact pad.

Abstract: A backlight module includes a light guide element including first optical microstructures and second optical microstructures. An angle value of an angle of the first optical microstructures is V1. When the second optical microstructures are respectively recessed into or protrude from a bottom surface, a projection of each sub-optical microstructure on a reference plane has a peak point closest or to farthest from a light emitting surface and a first valley point and a second valley point farthest from or closest to the light emitting surface, a height difference between the peak point and the first valley point or the second valley point is ?H, a length difference between the peak point and the first valley point or the second valley point is ?L, and tan?1(?H/?L) is V2, where V2>0 and V2?0.5·V1.

Abstract: A method of forming a three dimensional integrated circuit (3DIC) structure includes forming a first inter-layer via which connects at a location of a first device layer, wherein the first inter-layer via has a footprint that is at least one factor of ten smaller than a footprint of a first circuit region. The method further includes forming a first conductive segment in a second device layer, different from the first device layer, wherein the first conductive segment electrically connects to the first inter-layer via.

Abstract: A drug for the prevention or treatment of sepsis is provided. The drug comprises an exosome containing a circRNA MOTOR, and a nucleotide sequence corresponding to the circRNA MOTOR is shown in SEQ ID NO: 1.