Abstract: A method of generating a style image is described. The method includes receiving an input image of a subject. The method further includes encoding the input image using a first encoder of a generative adversarial network (GAN) to obtain a first latent code. The method further includes decoding the first latent code using a first decoder of the GAN to obtain a normalized style image of the subject, wherein the GAN is trained using a loss function according to semantic regions of the input image and the normalized style image.

Abstract: A method of generating a stylized 3D avatar is provided. The method includes receiving an input image of a user, generating, using a generative adversarial network (GAN) generator, a stylized image, based on the input image, and providing the stylized image to a first model to generate a first plurality of parameters. The first plurality of parameters include a discrete parameter and a continuous parameter. The method further includes providing the stylized image and the first plurality of parameters to a second model that is trained to generate an avatar image, receiving, from the second model, the avatar image, comparing the stylized image to the avatar image, based on a loss function, to determine an error, updating the first model to generate a second plurality of parameters that correspond to the first plurality of parameters, based on the error, and providing the second plurality of parameters as an output.

Abstract: Systems and method directed to generating a stylized image are disclosed. In particular, the method includes, in a first data path, (a) applying first stylization to an input image and (b) applying enlargement to the stylized image from (a). The method also includes, in a second data path, (c) applying segmentation to the input image to identify a face region of the input image and generate a mask image, and (d) applying second stylization to an entirety of the input image and inpainting to the identified face region of the stylized image. Machine-assisted blending is performed based on (1) the stylized image after the enlargement from the first data path, (2) the inpainted image from the second data path, and (3) the mask image, in order to obtain a final stylized image.

Abstract: Disclosed herein are systems and methods for regenerating media in a siloxane removal system. In particular, the present disclosure relates to a method for regenerating an adsorption medium, comprising receiving a source gas stream comprising at least one hydrocarbon and carbon dioxide; separating the source gas stream into a carbon dioxide-rich gas stream, and a substantially carbon dioxide-free gas stream; directing the carbon dioxide-rich gas stream into a regeneration vessel containing an adsorption medium having one or more adsorbed impurities on the adsorption medium; desorbing impurities from the adsorption medium by contacting the adsorption medium with the carbon dioxide-rich gas stream to generate a carbon dioxide-rich gas containing desorbed impurities and a regenerated adsorption medium; and directing the carbon dioxide-rich gas stream containing desorbed impurities out of the regeneration vessel.

Abstract: Systems and methods for rendering a translucent object are provided. In one aspect, the system includes a processor coupled to a storage medium that stores instructions, which, upon execution by the processor, cause the processor to receive at least one mesh representing at least one translucent object. For each pixel to be rendered, the processor performs a rasterization-based differentiable rendering of the pixel to be rendered using the at least one mesh and determines a plurality of values for the pixel to be rendered based on the rasterization-based differentiable rendering. The rasterization-based differentiable rendering can include performing a probabilistic rasterization process along with aggregation techniques to compute the plurality of values for the pixel to be rendered. The plurality of values includes a set of color channel values and an opacity channel value. Once values are determined for all pixels, an image can be rendered.

Abstract: A ceramic encapsulating casing and a mounting structure thereof are provided. The ceramic encapsulating casing includes a ceramic substrate, a ceramic insulator, a cover plate and a pad structure. The ceramic substrate is provided with a cavity with an upward opening. The ceramic insulator is disposed on the ceramic substrate and provided with a radio frequency transmission structure. The pad structure is arranged on a bottom surface of the ceramic substrate. and includes a plurality of second pads that are arranged for transmitting signals and arranged in an array manner. A plurality of solder balls are attached to the plurality of second pads in one-to-one correspondence.

Abstract: The application discloses a parallel seam welding leadless ceramic package, including a ceramic, a sealing ring and a metal cover plate; a back surface of the ceramic is provided with a back grounding metal pattern, and the back grounding metal pattern is provided with several outwardly protruding grounding terminals, a RF signal transmission pad is disposed between every two adjacent grounding terminals, the front grounding metal pattern and the back grounding metal pattern are interconnected by the internal and/or external metallized interconnection holes, the front grounding line and the back grounding metal pattern is interconnected by the internal or external metallized interconnection holes, and the RF signal transmission lines are interconnected to the RF signal transmission pad by a separated external and/or external metallized interconnection hole.

Abstract: The application discloses a parallel seam welding leadless ceramic package, including a ceramic, a sealing ring and a metal cover plate; a back surface of the ceramic is provided with a back grounding metal pattern, and the back grounding metal pattern is provided with several outwardly protruding grounding terminals, a RF signal transmission pad is disposed between every two adjacent grounding terminals, the front grounding metal pattern and the back grounding metal pattern are interconnected by the internal and/or external metallized interconnection holes, the front grounding line and the back grounding metal pattern is interconnected by the internal or external metallized interconnection holes, and the RF signal transmission lines are interconnected to the RF signal transmission pad by a separated external and/or external metallized interconnection hole.

Abstract: The present application discloses a method for fabricating ceramic insulator for electronic packaging, and relates to a technical field of outer shell packaging of electronic devices. Under the circumstance of using neither a chemical coating nor any bonding wire connection circuit, through a design that builds a electroplated circuit into the ceramic insulator, the method accomplishes coating of a nickel alloy protection layer onto a porcelain by an electroplating method, so that not only quality of a coating layer but also requirement of a complete appearance can be ensured. All circuits of the ceramic insulator fabricated by the aforesaid method can conduct with external circuits, such that the electroplating method can be used to accomplish coating of the nickel alloy layer, after accomplishment of all metal coating, metallization parts on an end surface of the porcelain is removed.

Abstract: The present application discloses a method for fabricating ceramic insulator for electronic packaging, and relates to a technical field of outer shell packaging of electronic devices. Under the circumstance of using neither a chemical coating nor any bonding wire connection circuit, through a design that builds a electroplated circuit into the ceramic insulator, the method accomplishes coating of a nickel alloy protection layer onto a porcelain by an electroplating method, so that not only quality of a coating layer but also requirement of a complete appearance can be ensured. All circuits of the ceramic insulator fabricated by the aforesaid method can conduct with external circuits, such that the electroplating method can be used to accomplish coating of the nickel alloy layer, after accomplishment of all metal coating, metallization parts on an end surface of the porcelain is removed.

Abstract: The present invention discloses a ceramic insulator for electronic packaging and a method for fabricating the same, and relates to a technical field of outer shell packaging of electronic devices. Under the circumstance of using neither a chemical coating nor any bonding wire connection circuit, through a design that builds a electroplated circuit into the ceramic insulator, the method accomplishes coating of a nickel alloy protection layer onto a porcelain by an electroplating method, so that not only quality of a coating layer but also requirement of a complete appearance can be ensured. All circuits of the ceramic insulator fabricated by the aforesaid method can conduct with external circuits, such that the electroplating method can be used to accomplish coating of the nickel alloy layer, after accomplishment of all metal coating, metallization parts on an end surface of the porcelain is removed.

Abstract: The present invention discloses a ceramic insulator for electronic packaging and a method for fabricating the same, and relates to a technical field of outer shell packaging of electronic devices. Under the circumstance of using neither a chemical coating nor any bonding wire connection circuit, through a design that builds a electroplated circuit into the ceramic insulator, the method accomplishes coating of a nickel alloy protection layer onto a porcelain by an electroplating method, so that not only quality of a coating layer but also requirement of a complete appearance can be ensured. All circuits of the ceramic insulator fabricated by the aforesaid method can conduct with external circuits, such that the electroplating method can be used to accomplish coating of the nickel alloy layer, after accomplishment of all metal coating, metallization parts on an end surface of the porcelain is removed.