Abstract: Custom source code generation models are generated by tuning a pre-trained deep learning model by freezing the model parameters and optimizing a prefix. The tuning process is distributed across a user space and a model space where the embedding and output layers are performed in the user space and the execution of the model is performed in a model space that is isolated from the user space. The tuning process updates the embeddings of the prefix across the separate execution spaces in a manner that preserves the privacy of the data used in the tuning process.

Abstract: Systems and methods for controlling a vehicle are provided. The systems and methods receive a frame of visible image data from at least one camera of the vehicle and a frame of invisible perception data from a perception sensor. The systems and methods fuse the frame of invisible perception data and the frame of visible image data to provide a fused frame of perception data. Object detection, classification and tracking are performed using a neural network based on the fused frame of perception data to provide object detection data. Steering, propulsion and/or braking of the vehicle are controlled based on the object detection data.

Abstract: A method, computer program product, and computing system for obtaining one or more speech signals from a first device, thus defining one or more first device speech signals. One or more speech signals may be obtained from a second device, thus defining one or more second device speech signals. A noise component model may be selected from a plurality of noise component models based upon, at least in part, the one or more first device speech signals and the one or more second device speech signals. The one or more second device speech signals may be augmented, at run-time, based upon, at least in part, the noise component model.

Abstract: Systems and methods for monitoring a pump and a fan are disclosed. A monitoring system for a pump may include an industrial system including a pump, a data acquisition circuit to interpret a plurality of detection values corresponding to at least one of a plurality of input sensors operationally coupled to the pump and communicatively coupled to the data acquisition circuit. A monitoring system may further include a signal evaluation circuit including a timer circuit to generate at least one timing signal and a phase detection circuit structured to determine a relative phase difference between at least one of the detection values and at least one of the timing signals from the timer circuit. A response circuit may perform at least one operation in response to the relative phase difference.

Abstract: Systems and methods are provided for a digital beamformed phased array feed. The system may include a radome configured to allow electromagnetic waves to propagate; a multi-band software defined antenna array tile; a power and clock management subsystem configured to manage power and time of operation; a thermal management subsystem configured to dissipate heat generated by the multi-band software defined antenna array tile; and an enclosure assembly. The multi-band software defined antenna array tile may include a plurality of coupled dipole array antenna elements; a plurality of frequency converters; and a plurality of digital beamformers.

Abstract: A portable tubing bender configured to automatically bend a portion of tubing according to a defined set of bend specifications, including a desired number of bends and a desired angle for each bend. The portable tubing bender including a driver configured to rotate a driven shaft and a first rotational output, a reductive gear set operably coupling the driven shaft to an output shaft, a bender shoe couplable to the output shaft, the bender shoe defining an arcuate channel configured to receive tubing during bending operations, and an automatic feed mechanism configured to advance the tubing relative to the bender shoe from an initial position to a bend position.

Abstract: The present invention generally relates to processes for purification, recovery, and conversion of chlorophenol salts (e.g., 2,5-dichlorophenol and salts thereof). In various aspects, the present invention is related to removing one or more impurities from chlorophenol salt-containing process streams and/or recovering chlorophenol salts from process streams for use of the recovered chlorophenol elsewhere in an integrated process. Process streams that may be treated in accordance with the present invention include those incorporating one or more chlorophenol salts in a feed mixture and also those where one or more chlorophenol salts are present in a product or by-product stream of an integrated process. For example, conversion processes of the present invention are suitable as one piece of an integrated process for producing 3,6-dichloro-2-methoxybenzoic acid (dicamba) or a salt or ester thereof or a process for producing 2,4-dichlorophenoxyacetic acid (2,4-D) or a salt or ester thereof.

Abstract: A grinder truck with a computer controlled profiler in combination with a vehicle automated guidance system for guiding a vehicle and equipment secured to a vehicle for removing of road markings. The computer controlled profiler detects the position of one or more grinding, grooving, rumbling heads in the X, Y and Z position. A controller and one or more actuators are manipulated in response to ground markings visible in a camera field. A remote controller allows an operator to control grinder heads individually, and allows for precise adjustment based upon an operator's visual inspection.

Abstract: A nail cutter is provided that includes a blade and a unitary body. The blade includes a cutting edge. The unitary body includes a first member, a second member, a third member, and a plurality of flexible hinges. The blade extends from a proximal end of the first member. A proximal end of the second member is disposed opposite the cutting edge of the blade. The plurality of flexible hinges are configured such that, when a proximal end of the third member is transitioned from a first position to a second position, the unitary body flexes at the plurality of flexible hinges so as to decrease a distance between the cutting edge and the proximal end of the second member. Other aspects and features are also claimed and described.

Abstract: A weapon lock includes a latch pivotably coupled to a housing about a latch pivot axis, and includes a base arm, receiver and retainer arms extending transversely away from the base arm, and a pivot limit extension extending longitudinally away from the base arm. A weapon rack is configured to carry the weapon lock and includes upper and lower plates with upper and lower arrays of mounting apertures and pivotably coupled to one another via a hinge. A weapon cabinet is configured to carry the weapon rack and includes an enclosure having a rear wall to which a mounting backplane of the weapon rack is fastened with tamper-evident security fasteners, and having sidewalls, top and bottom walls, and doors hingedly coupled to the sidewalls.

Abstract: The present disclosure relates to leave-on serum hair compositions that comprise a blend of non-cyclic silicone and non-silicone ingredients. The leave-on serum hair compositions, which do not contain D4, D5 or D6 silicones, are particularly useful in methods for imparting durable resistance to breaking, frizz control, shine and/or volume definition with a soft feel to hair.

Abstract: A handle. The handle can include a main body and a first substantially flat metal arm having a first proximal portion and a first distal end, the first proximal portion being rigidly coupled to the main body at a first location, and a second arm having a second proximal portion and a second distal end, the second proximal portion being rigidly coupled to the main body at a second location. The first and second distal ends can be in spaced relationship and have pivotally coupled therebetween a pivoting head.

Abstract: Aspects described herein may relate to techniques for detecting login activity to a financial account during a knowledge-based authentication process. The login activity may be related to access to an online interface for the financial account. The detection of login activity during the authentication process my indicate that the integrity of the authentication process is compromised as login access may provide an individual with transaction data that may be used to answer transaction-based authentication questions. As a result of detecting login activity, an alternative authentication process may be initiated or an authentication request related to the financial account may be denied.

Abstract: A battery system includes: at least two battery modules, where each of the at least two battery modules includes three strings of battery cells; and a switch control module configured to: determine state of charges (SOCs) of the strings of battery cells, respectively; determine, using model predictive control based on the SOCs, periods of phases, respectively; determine, using model predictive control based on the SOCs, periods for the strings, respectively, to be connected to a second positive terminal and a negative terminal during the phases, the determination of the periods for the strings including: setting the period for one of the strings of one of the battery modules to end before the end of a phase; and setting the periods for the other two strings of the one of the battery modules to end at the end of the phase.

Abstract: In one embodiment, a reversible toy includes a body with a first body portion having a first surface and a second body portion having a second surface, the second portion being coupled to the first portion. The first portion and the second portion together define a globoid shape, with a sealed cavity therebetween, and an interior cavity within the body. The cavity contains a stuffing separate from the portions, separates the portions, and defines the globoid shape. The body is reversible between a first and second position to alternatingly present one of the first surface or second surface defining an exterior of the body. The other of the first and second surface is alternatingly storable in the interior cavity and the first and second body portions and the stuffing collapse into the interior cavity through an opening when the body is moved between the first position and the second position.

Abstract: A bassinet apparatus having a scissoring leg arrangement with upper and lower hubs, a flexible receptacle, and posts engaged with the upper hubs, the lower hubs, and flexible receptacle. The flexible receptacle includes an endless flexible sidewall and a flexible floor. The posts slidingly engage each of the endless flexible sidewall and the flexible floor such that the flexible receptacle can be compressed longitudinally and laterally into a compact form when the scissoring leg arrangement is folded in to a compact form.

Abstract: A photoresist stripping composition comprising an organic amine and a method is provided. The photoresist stripping composition comprising an organic amine having the following formula (1).