Abstract: Embodiments described herein provide a system for three-dimensional (3D) object detection. The system includes an input interface configured to obtain 3D point data describing spatial information of a plurality of points, and a memory storing a neural network based 3D object detection model having an encoder and a decoder. The system also includes processors to perform operations including: encoding, by the encoder, a first set of coordinates into a first set of point features and a set of object features; sampling a second set of point features from the first set of point features; generating, by attention layers at the decoder, a set of attention weights by applying cross-attention over at least the set of object features and the second set of point feature, and generate, by the decoder, a predicted bounding box among the plurality of points based on at least in part on the set of attention weights.

Abstract: Embodiments described herein provide systems and methods for training video models to perform a task from an input instructional video. A procedure knowledge graph (PKG) may be generated with nodes representing procedure steps, and edges representing relationships between the steps. The PKG may be generated based on text and/or video training data which includes procedures (e.g., instructional videos). Using the PKG, a video model may be trained using the PKG to provide supervisory training signals for a number of tasks. Once the model is trained, it may be fine-tuned for a specific task which benefits from the model being trained in a way that makes the model embed procedural information when encoding videos.

Abstract: Disclosed is a method for producing hybrid or non-hybrid recombinant glycoprotein hormones, for example the recombinant equine chorionic gonadotropin (r-eCG), the hybrid recombinant chorionic gonadotropin, the recombinant thyroid-stimulating hormone (r-TSH), the recombinant luteinizing hormone (r-LH), the luteinizing hormone and the recombinant follicle-stimulating hormone (r-FSH). In addition, the present disclosure relates to the recombinant glycoprotein hormones comprising the equine ? and ? subunits, inter alia, the ? subunit of mammals and equine ? subunit, where the two subunits are fused in a simple chain, and chain-modifying agents, which hormones are easier to purify, more homogeneous, easier to produce on an industrial scale without using animals, in comparison with the wild glycoprotein hormone.

Abstract: Systems and methods for digital integration of financial features between a user and a service provider is provided. For example, if a user device is registered with the service provider, the user device may receive an electronic notification (e.g., calendar entry) related to outstanding account operations. The user device may be able to complete the outstanding account operations by accessing the electronic notification and embedded financial information.

Abstract: Disclosed is a HCR (High Chemical Resistant) recyclable multilayer packaging material includes a plurality of polypropylene containing layers, wherein at least one of the polypropylene containing layers is bond to two neighbouring layers by different adhesives as well as to a packaging comprising such a recyclable multilayer packaging material. Also disclosed is a method for manufacturing a recyclable multilayer packaging material and a flexible packaging from the recyclable multilayer packaging material.

Abstract: Methods, systems, and apparatus for detecting rhythmic synchronization of motor neurons. The system includes one or more sensors for receiving a first signal that measures an electrical signal of one or more neurons, the first signal having a first plurality of specific bursts. The system includes a processor connected to the one or more sensors. The processor is configured to receive the first signal. The processor is configured to generate a second signal based on the first signal using a discrete wavelet transform, the second signal having a second plurality of specific bursts. The processor is configured to determine a time delay between a specific burst within the first plurality of specific bursts and a specific burst within the second plurality of specific bursts using one or more expert rules. The processor is configured to apply the time delay to the first signal.

Abstract: A vehicle occupant restraint system for a motor vehicle comprises a vehicle seat (14) including a seat (16) and a backrest (18), and comprises an actor (12) that is arranged to set the seat (16) relative to the backrest (18) so as to actively reduce an angle (?) between the seat (16) and the backrest (18) during crash or before crash. In addition, the invention describes a method for restraining a vehicle occupant.

Abstract: A composite packaging foil for a childproof and/or senior friendly packaging, including a first layer having a first outer surface and a first inner surface, wherein the first layer imparts tear-inhibiting properties to the packaging foil, a second layer having a second outer surface and a second inner surface, wherein the second outer surface of the second layer is sealable against a mating surface, an inner layer arranged between the first inner surface of the first layer and the second inner surface of the second layer. The packaging foil has at least one weakening zone in which the tear-inhibiting properties of the packaging foil are reduced by a plurality of perforations that are present in the first layer. The density of perforations in the weakening zone lies between 50 and 250, preferably between 50 and 150 and particularly preferred between 70 and 130 perforations per cm2.

Abstract: Methods, systems, and apparatus for detecting rhythmic synchronization of motor neurons. The system includes one or more sensors for receiving a first signal that measures an electrical signal of one or more neurons, the first signal having a first plurality of specific bursts. The system includes a processor connected to the one or more sensors. The processor is configured to receive the first signal. The processor is configured to generate a second signal based on the first signal using a discrete wavelet transform, the second signal having a second plurality of specific bursts. The processor is configured to determine a time delay between a specific burst within the first plurality of specific bursts and a specific burst within the second plurality of specific bursts using one or more expert rules. The processor is configured to apply the time delay to the first signal.

Abstract: The current invention refers to an integrated process for the production of biofuels, through the application of integrated saline demulsification, distillation and esterification stages for fatty acids and its derivatives in a process involving the breakdown of fatty acids stable emulsions and its derivatives through the isolated or joint utilization of physical processes, as well as saline demulsification of greasy residue denominated from aqueous emulsions, developed in such manner as to promote a suitable destination for such residue, such as the use for the production of biofuels, more specifically, biodiesel. The process proposed herein employs a raw-material purification methodology, which implies in better yields in the production of biodiesel through physical processes, such as sifting, filtration, and distillation of the extracted grease, followed by an esterification and transesterification process.

Abstract: The polymer comprises units of formula (I) and of formula (Ibis), being comprised the molar ratio between units (I) and (Ibis) comprised from 1.0:0.2 to 1.0:0.8, and wherein R4 are independently selected from radicals of formula (II), (III), and (IV), R1 and R1? are independently selected from: —H, (C1-C20)alkyl, (C5-C14)aryl, —OR5, —(CO)R6, —O(CO)R7, —(SO)R8, —NH—CO—R9, —COOR10, —NR11R12, —NO2, and halogen; R2, R2?, R3, and R3? are —H; P is a polymeric chain, R5 to R12 are independently selected: —H, (C1-C20)alkyl, and (C5-C14)aryl;R13 and R14 are independently selected from (C1-C5)alkyl, and (C5-C14)aryl;, m is from 3 to 4; n is from 1 to 2; and p is from 1 to 2 provided that n+m+p sums 6; the polymer comprising from 5 to 25 weight % of urea moieties, and having H-bonding and pi-pi staking interactions between the urea groups, and a tensile strength comprised from 3 to 15 MPa.

Abstract: The composite comprises (i) a reinforcement phase comprising fibres, this phase being in a volume percentage comprised from 25 to 70% with respect to the total volume of the composite, and (ii) a matrix phase which is in a volume percentage comprised from 30 to 75% with respect to the total volume of the composite, being the sum of volumes of both phases forming the composite 100%, and wherein the matrix phase comprises a cured epoxy resin in a percentage comprised from 50-100% by weight with respect to the total weight of the matrix phase, and the cured epoxy resin being obtainable by: (a) mixing an epoxide-functionalised resin with a functionality equal to or higher than 2 with a cross-linking agent of formula (I), and (b) curing the reaction mixture at a temperature comprised from 10 to 200° C., this step being performed in the absence of a catalyst. The composite is reprocessable, reparable and recyclable and shows mechanochromic behaviour, being useful in the manufacture of an article.

Abstract: The self-healing cross-linked polymer comprises units of formula (I), wherein: P is a polymeric chain, R1 and R1? are independently selected from the group consisting of: —H, (C1-C20)alkyl, (C5-C14)aryl, —OR4, —(CO)R5, —O(CO)R6, —(SO)R7, —NH—CO—R8, —COOR9, —NR10R11, —NO2, and halogen; R2, R2?, R3 and R3? are independently selected from the group consisting of: —H, (C1-C20)alkyl and (C5-C14)aryl; R4 to R11 are the same or different, and are selected from the group consisting of: —H, (C1-C20)alkyl, and (C5-C14)aryl; m is from 3 to 4; n is from 1 to 2; provided that n+m is 5; the polymer having H-bonding interactions and being able to undergo catalyst free aromatic disulfide metathesis at room-temperature, and having a tensile strength value from 0.5 to 1.5 MPa and an elongation at break value higher than 200% at room-temperature.

Abstract: Vehicle seatbelt positioner for pregnant women and persons with abdominal problems that acts on the shoulder strap and the lap belt, coupled to the user, easy to install and remove, which prevents an incorrect positioning of the seatbelt that could harm the user in case of accident.

Abstract: Vehicle seatbelt positioner for pregnant women and persons with abdominal problems that acts on the shoulder strap and the lap belt, coupled to the user, easy to install and remove, which prevents an incorrect positioning of the seatbelt that could harm the user in case of accident.

Abstract: The invention is related to a composition destined to protect steels against corrosion by utilization of the steel's own rust as a passivating element, the rust being removed from the steel and/or being synthetically prepared and agglutinated with a resin, where the resin can have or cannot have as an electric conductivity promoter material an intrinsically conductor polymer (ICP), in this case polyaniline, in its conducting form (emeraldine salt) or non conducting (emeraldine base), besides filler(s) and a dispersant oil.

Abstract: A bicycle rack configured for mounting to a hitch behind a vehicle. The rack has a carrier frame which includes mounting devices for supporting and securing up to four bicycles. The rack has a central upright frame named mast, with a lower end structure named hitch, for detachably securing the bicycle rack to a conventional hitch receiver, which is attached to the motor vehicle with a bolt, adjustable for effecting relative displacement of the two members transversely to the hitch making a tight friction-fit of the coupling to keep the bicycle rack from vibrating in the hitch receiver. The anti-sway bar rotates on a transverse axis from an horizontal locked position adjacent to the mast, co-acting with the mounting devices of the carrier to secure and stabilize each bicycle at a third point on the rack.

Abstract: The novelty proposed herein describes the application of niobium-based compositions and coatings, niobium oxides and their alloys capable of associations with other oxides and alloys by means of the thermal spraying technique for the purpose of an anticorrosive protection in highly corrosive environments, mainly those which present high temperatures, show presence of gases such as H2S, SO2, CO2, as well as organic and inorganic acids, commonly found in industrial centers.

Abstract: Airbag module for an automobile vehicle with an optimized frontal shape that comprises a bag (1), said bag (1) comprising in turn at least two projections (2, 3) located in the lower part of the bag (1), which provide an optimized curved shape to this bag (1) such that, in the event of a sidelong angled collision of the automobile, the vehicle occupant does not slide outside the unfolded bag (1), as this unfolded bag (1) fits around the vehicle occupant for different positions, speeds and directions of impact.

Abstract: Airbag module bag (1) for protecting the occupants of a vehicle in the event of collision of this vehicle, where this bag (1) comprises at least an upper panel (2) and at least a lower panel (3), one or more panels comprising in their fabric one or more pins (5) that make that the shape of the bag (1) changes obtaining shapes that are adapted to the protection necessities of the occupants in the event of collision of the vehicle.