Abstract: Various embodiments set forth systems and techniques for changing a face within an image. The techniques include receiving a first image including a face associated with a first facial identity; generating, via a machine learning model, at least a first texture map and a first position map based on the first image; rendering a second image including a face associated with a second facial identity based on the first texture map and the first position map, wherein the second facial identity is different from the first facial identity.

Abstract: An imaging system includes an imager having first and second light sensors, the first light sensor being configured to record light in a first wavelength range and the second light sensor being configured to record light in a second wavelength range, an alignment mechanism configured to be attached to the imager, an illumination source configured to generate a supercontinuum light beam, and a light shaping mechanism configured to transform the supercontinuum light beam into a linear strip of light. The alignment mechanism is configured to adjust a position of the light shaping mechanism so that a back scattered light, resulting from a scattering of the linear strip of light from a target, has an intensity above a given minimum for each of the first and second light sensors.

Abstract: Various embodiments set forth systems and techniques for changing a face within an image. The techniques include receiving a first image including a face associated with a first facial identity; generating, via a machine learning model, at least a first texture map and a first position map based on the first image; rendering a second image including a face associated with a second facial identity based on the first texture map and the first position map, wherein the second facial identity is different from the first facial identity.

Abstract: One embodiment of the present invention sets forth a technique for evaluating three-dimensional (3D) reconstructions. The technique includes generating a 3D reconstruction of an object based on one or more mesh parameters. The technique also includes generating, based on the 3D reconstruction, a 3D rendering of the object. The technique further includes generating, using a machine learning model, a perceptual score associated with the 3D rendering and an input image of the object. The generated score represents how closely the 3D rendering matches the input image.

Abstract: Disclosed are methods, systems, and articles of manufacture for performing a process on biological samples. An analysis of biological samples in multiple regions of interest in a microfluidic device and a timeline correlated with the analysis may be identified. One or more region-of-interest types for the multiple regions of interest may be determined; and multiple characteristics may be determined for the biological samples based at least in part upon the one or more region-of-interest types. Associated data that respectively correspond to the multiple regions of interest in a user interface for at least a portion of the biological samples in the user interface based at least in part upon the multiple identifiers and the timeline. A count of the biological samples in a region of interest may be determined based at least in part upon a class or type of data using a convolutional neural network (CNN).

Abstract: One embodiment of the present invention sets forth a technique for performing shape and appearance reconstruction. The technique includes generating a first set of renderings associated with an object based on a set of parameters that represent a reconstruction of the object in a first target image. The technique also includes producing, via a neural network, a first set of corrections associated with at least a portion of the set of parameters based on the first target image and the first set of renderings. The technique further includes generating an updated reconstruction of the object based on the first set of corrections.

Abstract: In one example an electronic device includes a first resistor and a second resistor. The first resistor includes a first resistive layer located over a substrate, the first resistive layer having a first sheet resistance. The second resistor includes a first portion of a second resistive layer located over the substrate, the second resistive layer having a second sheet resistance different from the first sheet resistance. The first resistive layer is located between the substrate and a second noncontiguous portion of the second resistive layer.

Abstract: Disclosed are methods, systems, and articles of manufacture for performing a process on biological samples. An analysis of biological samples in multiple regions of interest in a microfluidic device and a timeline correlated with the analysis may be identified. One or more region-of-interest types for the multiple regions of interest may be determined; and multiple characteristics may be determined for the biological samples based at least in part upon the one or more region-of-interest types. Associated data that respectively correspond to the multiple regions of interest in a user interface for at least a portion of the biological samples in the user interface based at least in part upon the multiple identifiers and the timeline. A count of the biological samples in a region of interest may be determined based at least in part upon a class or type of data using a convolutional neural network (CNN).

Abstract: Disclosed are methods, systems, and articles of manufacture for performing a process on biological samples. An analysis of biological samples in multiple regions of interest in a microfluidic device and a timeline correlated with the analysis may be identified. One or more region-of-interest types for the multiple regions of interest may be determined; and multiple characteristics may be determined for the biological samples based at least in part upon the one or more region-of-interest types. Associated data that respectively correspond to the multiple regions of interest in a user interface for at least a portion of the biological samples in the user interface based at least in part upon the multiple identifiers and the timeline. A count of the biological samples in a region of interest may be determined based at least in part upon a class or type of data using a convolutional neural network (CNN).

Abstract: Various embodiments set forth systems and techniques for changing a face within an image. The techniques include receiving a first image including a face associated with a first facial identity; generating, via a machine learning model, at least a first texture map and a first position map based on the first image; rendering a second image including a face associated with a second facial identity based on the first texture map and the first position map, wherein the second facial identity is different from the first facial identity.

Abstract: Disclosed are methods, systems, and articles of manufacture for performing a process on biological samples. An analysis of biological samples in multiple regions of interest in a microfluidic device and a timeline correlated with the analysis may be identified. One or more region-of-interest types for the multiple regions of interest may be determined; and multiple characteristics may be determined for the biological samples based at least in part upon the one or more region-of-interest types. Associated data that respectively correspond to the multiple regions of interest in a user interface for at least a portion of the biological samples in the user interface based at least in part upon the multiple identifiers and the timeline. A count of the biological samples in a region of interest may be determined based at least in part upon a class or type of data using a convolutional neural network (CNN).

Abstract: The present invention relates to the novel use of an isothiazolecarboxamide of the formula (I) (common name: Isotianil) for controlling “Candidatus” Liberibacter spp and/or “Candidatus” Phytoplasma spp, preferably, “Candidatus” Liberibacter solanacearum and/or “Candidatus” Phytoplasma americanum, more preferred “Candidatus” Liberibacter solanacearum, in plants of the Solanaceae family, preferably in potatoes.

Abstract: In one example an electronic device includes a first resistor and a second resistor. The first resistor includes a first resistive layer located over a substrate, the first resistive layer having a first sheet resistance. The second resistor includes a first portion of a second resistive layer located over the substrate, the second resistive layer having a second sheet resistance different from the first sheet resistance. The first resistive layer is located between the substrate and a second noncontiguous portion of the second resistive layer.

Abstract: A method of forming an electronic device includes forming an opening through a dielectric layer located over a first resistive layer, the first resistive layer having a first sheet resistance. A second resistive layer is deposited over the dielectric layer and into the opening. The second resistive layer has a second sheet resistance different from the first sheet resistance. A portion of the second resistive layer is removed, thereby forming first and second noncontiguous portions of the second resistive layer, wherein the second portion of the second resistive layer contacts the first resistive layer.

Abstract: A method for determining the integrity of the genome of a sample and/or the quality of a library of DNA sequences obtained by deterministic restriction site whole genome amplification can include (a) amplifying the library of DNA sequences to produce first, second, and third PCR products each of a different size from 50 bp to 1000 bp, by PCR using at least one first primer pair, one second primer pair and one third primer pair, the primer pairs each hybridizing to a DNA sequence of the library having a length from 1000 bp to 5000 bp and corresponding to a sequence of the genome located respectively on a first, second and third chromosome arm; (b) detecting the first, second and third PCR products; (c) correlating the presence of the first, second and third PCR products with the integrity of the genome of the sample and/or the quality of the library.

Abstract: A method for determining the integrity of the genome of a sample and/or the quality of a library of DNA sequences obtained by deterministic restriction site whole genome amplification can include (a) amplifying the library of DNA sequences to produce first, second, and third PCR products each of a different size from 50 bp to 1000 bp, by PCR using at least one first primer pair, one second primer pair and one third primer pair, the primer pairs each hybridizing to a DNA sequence of the library having a length from 1000 bp to 5000 bp and corresponding to a sequence of the genome located respectively on a first, second and third chromosome arm; (b) detecting the first, second and third PCR products; (c) correlating the presence of the first, second and third PCR products with the integrity of the genome of the sample and/or the quality of the library.

Abstract: An implant for fixation of a bone includes a shaft having a proximal end and a distal end, and a longitudinal axis defined between the proximal end and the distal end. A plurality of blades are disposed on the shaft, and are helically twisted about the longitudinal axis. At least one of the blades has a variable blade width that increases in a direction along the longitudinal axis. A mechanism for coupling the implant to a second fracture fixation implant may be provided separately or in combination.

Abstract: The present invention relates to the novel use of an isothiazolecarboxamide of the formula (I) (common name: Isotianil) for controlling “Candidatus” Liberibacter spp and/or “Candidatus” Phytoplasma spp, preferably, “Candidatus” Liberibacter solanacearum and/or “Candidatus” Phytoplasma americanum, more preferred “Candidatus” Liberibacter solanacearum, in plants of the Solanaceae family, preferably in potatoes.

Abstract: An electronic device includes a first resistor and a second resistor. The first resistor includes a first resistive layer located over a substrate and having a first sheet resistance. The second resistor includes a first portion of a second resistive layer located over the substrate and having a second sheet resistance that is different from the first sheet resistance. The first resistive layer is located between the substrate and a second noncontiguous portion of the second resistive layer.

Abstract: An implant for fixation of a bone includes a shaft having a proximal end and a distal end, and a longitudinal axis defined between the proximal end and the distal end. A plurality of blades are disposed on the shaft, and are helically twisted about the longitudinal axis. At least one of the blades has a variable blade width that increases in a direction along the longitudinal axis. A mechanism for coupling the implant to a second fracture fixation implant may be provided separately or in combination.