Abstract: In various embodiments, a computer-implemented method of training a neural network for relighting an image is described. A first training set that includes source images and a target illumination embedding is generated, the source images having respective illuminated subjects. A second training set that includes augmented images and the target illumination embedding is generated, where the augmented images corresponding to the source images. A first autoencoder is trained using the first training set to generate a first output set that includes estimated source illumination embeddings and first reconstructed images that correspond to the source images, the reconstructed images having respective subjects that are i) from the corresponding source image, and ii) illuminated based on the target illumination embedding.

Abstract: A method of feedthrough and overcurrent protection of a sealed compressor used in a transport climate control system (“TCCS”) is provided. The TCCS includes a climate control circuit with a sealed compressor. The sealed compressor includes an outer housing and an electrical motor within the outer housing. The method includes operating the sealed compressor to compress a working fluid by supplying electrical power to the electric motor of the sealed compressor via a sealed electrical feedthrough in the outer housing of the sealed compressor. The method also includes detecting an operating parameter of the sealed electrical feedthrough, and determining whether the sealed electrical feedthrough is in a melting condition based on the detected operating parameter. Also, the method includes adjusting operation of the climate control circuit upon determining that the sealed electrical feedthrough is in the melting condition until the sealed electrical feedthrough is no longer in the melting condition.

Abstract: Firearms having threaded barrels with hidden threads. The barrel has a threaded portion disposed within the slide of the firearm when the firearm is in battery so that the muzzle end of the barrel is aligned with the muzzle end of the slide. The barrel is configured to couple with a barrel attachment, such as a thread protector, such that the coupling portion of the barrel attachment is disposed within the slide of the firearm when the firearm is in battery.

Abstract: In some embodiments, the present disclosure provides an exemplary technically improved system and method for controlling the body movements and facial expressions of a digital character in real time by using: a body-motion capture system comprising a headset configured to be worn on a head of a user and comprising controllers and sensors that can be used to track at least one head or body motion of the user (including arms and hands); and correspondingly control at least one head or body motion (including arms and hands) of a digital character in real time based, at least in part, on the captured motion data; a mobile computing device configured to track and capture facial expression data relating to at least one facial expression of the user, and use at least that data to correspondingly control at least one facial expression of the digital character in real time; a microphone configured to capture an audio output of the user, and control an audio output of the digital character in real-time based, at least

Abstract: This disclosure describes efficient communication of surface texture data between system on a chip (SOC) integrated circuits. An example system includes a first integrated circuit and a second integrated circuit communicatively coupled to the first integrated circuit by a video communication interface. The first integrated generates a superframe in a video frame of the video communication interface for transmission to the second integrated circuit. The superframe includes multiple subframe payloads that carry surface texture data to be updated in the frame and corresponding subframe headers that include parameters of the subframe payloads. The second integrated circuit includes a direct access memory (DMA) controller. The DMA upon receipt of the superframe, writes the surface texture data within each of the subframe payloads directly to an allocated location in memory based on the parameters included in the corresponding one of the subframe headers.

Abstract: In a three dimensional non-volatile memory structure that etches part of the top of the memory structure (including a portion of the select gates), data is stored on a majority (or all but one) of the word lines as x bits per memory cell while data is stored on a top edge word line that is closest to the etching with variable bits per memory cell. In one example embodiment that implements vertical NAND strings, memory cells connected to the top edge word line and that are on NAND strings adjacent the etching store data as n bits per memory cell and memory cells connected to the top edge word line and that are on NAND strings not adjacent the etching store data as m bits per memory cell, where m>x>n.

Abstract: A TPM is implemented in an SOC for thwarting PIN state replay attacks. Programmable fuses are used as a counter and an on-die RAM stores a blown-fuse count and a TPM state that includes a PIN-failure count and a fuse count. TPM initialization includes incrementing the TPM state PIN-failure count if the blown-fuse count is greater than the TPM state fuse count. Once a PIN is received, if the TPM state PIN-failure count satisfies a PIN failure policy and the PIN is correct, the TPM state PIN-failure count is cleared, and if the PIN is incorrect, a fuse is blown and the blown-fuse count is incremented. If the fuse blow fails, TPM activity is halted. If the fuse blow succeeds, the TPM state PIN-failure count is incremented and the TPM state fuse count is set equal to the blown-fuse count. The TPM state is saved to off-die non-volatile memory.

Abstract: Systems and methods for depth estimation in accordance with embodiments of the invention are illustrated. One embodiment includes a method for estimating depth from images. The method includes steps for receiving a plurality of source images captured from a plurality of different viewpoints using a processing system configured by an image processing application, generating a target image from a target viewpoint that is different to the viewpoints of the plurality of source images based upon a set of generative model parameters using the processing system configured by the image processing application, and identifying depth information of at least one output image based on the predicted target image using the processing system configured by the image processing application.

Abstract: A system and method for flexible writing of internal data of a regulated system can include generating a flexible write instruction, providing the flexible write instruction to the regulated system, and storing or committing data changes to the regulated system outside of the normal system operations, during runtime.

Abstract: In current practice, faulted messages are typically discarded and a retransmission is requested. Forward error-correction codes (FEC) in 5G and 6G are bulky, resource-expensive, and often unable to resolve the problem. Disclosed are systems and methods for determining which specific message elements are faulted, so that just the faulted portion can be retransmitted, instead of the entire message. For example, the amplitudes of the I and Q branches, of each message element, can be compared to the calibrated amplitude levels of the modulation scheme. Any message element with a large amplitude deviation is suspect. Other factors, such as the SNR, can also be considered in evaluating the validity of each message element. Usually, all of the faulted message elements occupy just a portion of the message. Compact formats are disclosed specifying which portion of the message is to be retransmitted, thereby saving time, power, and background generation.

Abstract: A server includes a processor configured to execute instructions stored on a memory to cause the server to: receive a client position signal; predict a future position of a client device based on a client device position signal providing location and velocity information about the client device; instruct a first access point device to provide a first Wi-Fi hotspot network with a first SSID, currently in use by the client device with another access point device, based on the predicted future position of the client device; and instruct a second access point device, which was previously providing a second Wi-Fi hotspot network with the first SSID, to stop providing the second Wi-Fi hotspot network with the first SSID after instructing the first access point device to provide the first Wi-Fi hotspot network with the first SSID.

Abstract: A method for forming a through-substrate via structure includes providing a substrate and providing a conductive via structure adjacent to a first surface of the substrate. The method includes providing a recessed region on an opposite surface of the substrate towards the conductive via structure. The method includes providing an insulator in the recessed region and providing a conductive region extending along a first sidewall surface of the recessed region in the cross-sectional view. In some examples, the first conductive region is provided to be coupled to the conductive via structure and to be further along at least a portion of the opposite surface of the substrate outside of the recessed region. The method includes providing a protective structure within the recessed region over a first portion of the first conductive region but not over a second portion of the first conductive region that is outside of the recessed region.

Abstract: According to one embodiment, a system receives, at a host channel manager (HCM) of a host system, a request from an application to establish a secure channel with a data processing (DP) accelerator, where the DP accelerator is coupled to the host system over a bus. In response to the request, the system generates a first session key for the secure channel based on a first private key of a first key pair associated with the HCM and a second public key of a second key pair associated with the DP accelerator. In response to a first data associated with the application to be sent to the DP accelerator, the system encrypts the first data using the first session key. The system then transmits the encrypted first data to the DP accelerator via the secure channel over the bus.

Abstract: A distributed processing network system (10), an integrated response system (50) comprising multiple distributed processing network systems and related methods providing situational awareness information for emergency responses. In one embodiment there is disclosed a response system (50) comprising first and second server based systems (10, 11) each providing real time awareness of personnel (18, 19) for different organizations, the first system receiving information for a first organization and the second system receiving information for a second organization, the first system coupled to the second system to communicate information generated in the first system to personnel in the second organization via the second system to facilitate timely and appropriate response by personnel in the second organization to an emergency situation in the first organization.

Abstract: A system for removing particulate matter from the gas in a gas discharge laser includes one or more nonwoven screens which are optimized for, among others, manufacturability and feature integration. The nonwoven screens are configured for precisely directing the flow to optimize the separation of particles from the gas flow and provide sufficient surface area for improved dust adherence.

Abstract: In some implementations, a device may identify a form field, of a form, that is to be filled with text. The device may determine a formatting for the text that is to be used for filling the form field. The formatting for the text may be determined based on content that is indicative of the formatting that is to be used for filling the form field, or information relating to at least one previous filling of the form field that is associated with a successful submission of the form. The device may modify the text in accordance with the formatting that is determined to obtain formatted text. The device may cause filling of the form field with the formatted text.

Abstract: A voice-activated electronic device including a first portion with a first internal surface having a first attachment structure, and a second portion with a second internal surface having a second attachment structure. The first and second internal surfaces have compatible shapes that permit the first and second portions to be moved from a separated position to a joined position, where when the first portion and the second portion are in the joined position the first and second internal surfaces form a nested arrangement. The first and second attachment structures form a secure but separable connection to one another when the first and second portions are in the joined position. The first and second portions are configured to be joined securely and separated through manual human manipulation of one or both of the first portion and the second portion to move the first and second portions between separated and joined positions.

Abstract: Apparatus and methods for providing primary and secondary content and data to users. In one embodiment, management entities at a content delivery network core cooperate to provide primary content with contextually related or germane inserted secondary content to user devices. Inserted secondary content may include e.g., advertisements, multimedia applications, interactive programming, and scheduled programming. A network entity monitors user-specific data such as demographics, geographic location, and viewing patterns, and facilitates content selection and delivery based thereon. Content insertion may further be managed by a campaign manager according to business rules. In another embodiment, the primary and secondary content is pushed to a device at or near the network edge based on the applicability thereof to devices serviced by the edge device.

Abstract: A method, system and/or computer usable program product for managing optimization of a transportation network system including identifying a set of items for transportation between a set of origins and a set of destinations during a set of time periods, prioritizing each of the set of items, utilizing a set of network constraints and costs, utilizing a set of loading constraints for a set of transportation units, the loading constraints limiting the quantity and placement of items for each transportation unit, optimizing a quantity of the set of transportation units for transporting the set of items between the set of origins and the set of destinations during the set of time periods based on the prioritization of each of the set of items, the network constraints and costs, and the loading constraints for each transportation unit, and adjusting the optimized quantity of transportation units to a discrete quantity based on the prioritization of each of the set of items and the network constraints and costs.

Abstract: Methods, systems, processes and others are provided for digital administration of gaming units including, for example, receiving a real-time request for gaming units; determining that the gaming unit administration application executing on the mobile device is located at the particular gaming location of the gaming establishment; determining that the real-time request for gaming units does not exceed the gaming unit limit of the account pre-approved by the gaming establishment; identifying a gamer distribution module associated with the particular gaming location for the current gaming activity associated with the request; and providing an authorization to distribute to the gamer associated with the request one or more requested gaming units.