mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented information processing method for embedding watermark information, namely watermark bits, into trained model parameters, namely weights, of a first neural network, to enable unauthorized re-use of such model parameters to be detected, the method comprising: obtaining an output of a second neural network by inputting a plurality of input values obtained from a plurality of weights of the first neural network to the second neural network; obtaining second gradients (ΔAE) of the respective plurality of input values based on an error between the output of the second neural network and the watermark bits, the watermark bits being provided as an input to the second neural network; and updating the weights based on values (ΔE+ΔAE) obtained by adding first gradients (ΔE) of the weights of the first neural network that have been obtained based on backpropagation and the respective second gradients (ΔAE), thereby embedding the watermark bits into the weights; whereby subsequent detection of the watermark information from the model parameters, namely weights, enables such model parameters that have been re-used without authorization to be detected. obtaining an output of a second neural network by inputting a plurality of input values obtained from a plurality of weights of the first neural network to the second neural network; obtaining second gradients (ΔAE) of the respective plurality of input values based on an error between the output of the second neural network and the watermark bits, the watermark bits being provided as an input to the second neural network; and updating the weights based on values (ΔE+ΔAE) obtained by adding first gradients (ΔE) of the weights of the first neural network that have been obtained based on backpropagation and the respective second gradients (ΔAE), thereby embedding the watermark bits into the weights; whereby subsequent detection of the watermark information from the model parameters, namely weights, enables such model parameters that have been re-used without authorization to be detected.
A method for setting up a push session, comprising: obtaining device identity information of a client corresponding to a public user identity bound with multiple clients; adding the device identity information of the client to a Session Initiation Request, SIR, message; and sending the SIR message to the client according to the device identity information of the client to request the client to set up a push session connection based on a Session Initiation Protocol, SIP, with a server according to the SIR message. obtaining device identity information of a client corresponding to a public user identity bound with multiple clients; adding the device identity information of the client to a Session Initiation Request, SIR, message; and sending the SIR message to the client according to the device identity information of the client to request the client to set up a push session connection based on a Session Initiation Protocol, SIP, with a server according to the SIR message.
A mannanase variant, or a recombinant polypeptide or active fragment thereof having mannanase activity and derived from a reference GH5 polypeptide, and comprising an amino acid sequence comprising two or more modifications compared to that reference sequence, wherein the modifications are substitutions at one or more combinations of positions, selected from: Y129M-K244L, T38E-S258D, P19E-Q184D, P19E-Q184L, N97D-G225C, L60Q-Y61W, N97D-G225P, N67D-P168S, K63L-N71D, K63R-N71D, and T228V-Y235L, and wherein the amino acid positions of the variant or recombinant polypeptide or active fragment thereof are numbered by correspondence with the amino acid sequence of SEQ ID NO: 14; and wherein said mannanase variant or a recombinant polypeptide or active fragment thereof comprises an amino acid sequence having at least 80% amino acid sequence identity to the amino acid sequence of SEQ ID NO: 13; and wherein the mannanase variant or recombinant polypeptide or active fragment thereof has improved stability in buffer when compared to the reference, wherein said improved stability in buffer is tested in 50 mM MOPS buffer, pH 7.2, 0.005% TWEEN-80 by measuring the residual activity of samples after incubation at 59°C elevated temperature for 5 min. Y129M-K244L, T38E-S258D, P19E-Q184D, P19E-Q184L, N97D-G225C, L60Q-Y61W, N97D-G225P, N67D-P168S, K63L-N71D, K63R-N71D, and T228V-Y235L, and wherein the amino acid positions of the variant or recombinant polypeptide or active fragment thereof are numbered by correspondence with the amino acid sequence of SEQ ID NO: 14; and wherein said mannanase variant or a recombinant polypeptide or active fragment thereof comprises an amino acid sequence having at least 80% amino acid sequence identity to the amino acid sequence of SEQ ID NO: 13; and wherein the mannanase variant or recombinant polypeptide or active fragment thereof has improved stability in buffer when compared to the reference, wherein said improved stability in buffer is tested in 50 mM MOPS buffer, pH 7.2, 0.005% TWEEN-80 by measuring the residual activity of samples after incubation at 59°C elevated temperature for 5 min. wherein the amino acid positions of the variant or recombinant polypeptide or active fragment thereof are numbered by correspondence with the amino acid sequence of SEQ ID NO: 14; and wherein said mannanase variant or a recombinant polypeptide or active fragment thereof comprises an amino acid sequence having at least 80% amino acid sequence identity to the amino acid sequence of SEQ ID NO: 13; and wherein the mannanase variant or recombinant polypeptide or active fragment thereof has improved stability in buffer when compared to the reference, wherein said improved stability in buffer is tested in 50 mM MOPS buffer, pH 7.2, 0.005% TWEEN-80 by measuring the residual activity of samples after incubation at 59°C elevated temperature for 5 min.
An electric compressor comprising: a compressing mechanism and an electric motor configured to drive the compressing mechanism in a housing, wherein the electric motor includes: a stator formed by winding coils on a stator core fixed in the housing; and a rotor fixedly mounted on a drive shaft and rotatably arranged inside the stator, so that compressible fluid is introduced to the compressing mechanism through an electric motor storage space that houses the electric motor, wherein a fluid introducing passage extending along an axial direction of the drive shaft between the housing and the stator core is formed, and an intake port configured to introduce the compressible fluid is provided at a position of the housing opposed to an outer peripheral surface of the stator core and is connected to the fluid introducing passage, a first restraining mechanism configured to restrain a flow of the compressible fluid flowing in the fluid introducing passage from the intake port toward a compressing mechanism side being provided between the intake port and the compressing mechanism in the axial direction of the drive shaft, characterised in that a clearance extending along an axial direction of the drive shaft is formed between the housing and the stator core at a position different from the fluid introducing passage, and a second restraining mechanism configured to restrain the flow of the compressible fluid is provided in part of the clearance.
A process of preparing foam material comprising: 1) combining 10 to 100 phr hydrogenated or non-hydrogenated acrylonitrile butadiene copolymer, 5 to 40 phr modified hydrogenated acrylonitrile butadiene copolymer, and 10 to 90 phr alpha olefin copolymer to form a mixture; and 2) mixing a blowing agent into the mixture in an amount suitable to form the foam material; wherein the modified hydrogenated acrylonitrile butadiene copolymer is modified with zinc oxide, zinc diacrylate, or both; wherein the foam material has a density less than 0.15 g/cm 3, and wherein the alpha olefin copolymer is a copolymer of ethylene and octene-1. 1) combining 10 to 100 phr hydrogenated or non-hydrogenated acrylonitrile butadiene copolymer, 5 to 40 phr modified hydrogenated acrylonitrile butadiene copolymer, and 10 to 90 phr alpha olefin copolymer to form a mixture; and 2) mixing a blowing agent into the mixture in an amount suitable to form the foam material;
A method comprising: receiving a medical image for performing a medical procedure; identifying anatomical landmarks in the medical image using a pre-trained machine learning algorithm, wherein the anatomical landmarks include the left and right ventricle apex and mitral valve points to define the left ventricle base plane, and right ventricle insertion points; receiving feedback relating to the identified anatomical landmarks from a clinician of a particular clinical site, the feedback received during the medical procedure; and retraining the pre-trained machine learning algorithm based on the received feedback such that the retrained machine learning algorithm is trained according to preferences of the clinician of the particular clinical site. receiving a medical image for performing a medical procedure; identifying anatomical landmarks in the medical image using a pre-trained machine learning algorithm, wherein the anatomical landmarks include the left and right ventricle apex and mitral valve points to define the left ventricle base plane, and right ventricle insertion points; receiving feedback relating to the identified anatomical landmarks from a clinician of a particular clinical site, the feedback received during the medical procedure; and retraining the pre-trained machine learning algorithm based on the received feedback such that the retrained machine learning algorithm is trained according to preferences of the clinician of the particular clinical site.
Method for operating a generator for an internal combustion engine of a vehicle having a starting operating condition and a start-stop operating condition, wherein a generator torque is limited in the starting operating condition, comprising: detecting an operating condition of the vehicle; and deactivating a limitation of the generator torque, characterised in that the generator torque limitation is deactivated if the detected operating condition corresponds to the start/stop operating condition. detecting an operating condition of the vehicle; and deactivating a limitation of the generator torque, characterised in that the generator torque limitation is deactivated if the detected operating condition corresponds to the start/stop operating condition.
A sniffer probe for a gas leak detector, which gas leak detector has a vacuum pump for drawing in gas through the sniffer probe in accordance with the sniffing principle and a gas detector for analyzing the gas flow drawn in, the sniffer probe comprising a gas inlet for the gas flow drawn in, a gas outlet, which can be connected to the gas leak detector, and a channel, which connects the gas inlet to the gas outlet in a gas conducting manner, characterized in that the sniffer probe has a bypass opening, which connects a section of the channel located between the gas inlet and the gas outlet to the outer environment of the sniffer probe in a gas conducting manner, the bypass opening having an actuatable closure for selectively opening and closing the bypass opening, such that when the bypass opening is open a portion of a gas flow supplied to the detector is drawn through the bypass opening.
A composition for cell imaging, comprising 1-(ortho-benzophenylaminoalkyl)-phenylboric acid or its derivative, represented by the following Chemical Formula 1 as a fluorescent probe compound: in the above Chemical Formula 1, each of R 1, R 2, R 3, R 4 and R 5 is independently selected from the group consisting of hydrogen, a halogen group, amino group, nitro group, cyano group, formyl group, carboxyl group, a C 1-10 alkyl group, a C 1-10 alkylcarbonyl group, a C 6-10 aryl group and a C 1-10 alkoxy group, when the C 1-10 alkyl group, the C 1-10 alkylcarbonyl group, the C 6-10 aryl group or the C 1-10 alkoxy group is substituted, it is substituted with at least one substituent selected from the group consisting of a halogen group, hydroxy group, amino group, cyano group, nitro group and a C 6-10 aryl group, Z is -N-, -O- or -CH, and n is an integer of from 0 to 5. each of R 1, R 2, R 3, R 4 and R 5 is independently selected from the group consisting of hydrogen, a halogen group, amino group, nitro group, cyano group, formyl group, carboxyl group, a C 1-10 alkyl group, a C 1-10 alkylcarbonyl group, a C 6-10 aryl group and a C 1-10 alkoxy group, when the C 1-10 alkyl group, the C 1-10 alkylcarbonyl group, the C 6-10 aryl group or the C 1-10 alkoxy group is substituted, it is substituted with at least one substituent selected from the group consisting of a halogen group, hydroxy group, amino group, cyano group, nitro group and a C 6-10 aryl group, Z is -N-, -O- or -CH, and n is an integer of from 0 to 5.
An assembly, comprising: - at least one furniture hinge including a first fitting portion configured to be fixed to a first furniture part, a second fitting portion configured to be fixed to a second furniture part, and at least one hinge axis hingedly connecting the first fitting portion and the second fitting portion to each other, - at least one cover configured to at least partially cover a gap formed between the first fitting portion and the second fitting portion, - at least one fastening device for fixing the at least one cover to the at least one furniture hinge, the at least one fastening device including an arresting device for fixing the at least one fastening device on different positions of the at least one cover in a longitudinal direction of the at least one cover, - wherein the fastening device includes at least one limiting element configured to limit a buckling movement of the two fitting portions (12a, 12b) to each other, characterized in that the limiting element includes at least one abutment surface configured to be supported on a front face of a furniture carcass during the buckling movement of the two fitting portions (12a, 12b) to each other. - at least one furniture hinge including a first fitting portion configured to be fixed to a first furniture part, a second fitting portion configured to be fixed to a second furniture part, and at least one hinge axis hingedly connecting the first fitting portion and the second fitting portion to each other, - at least one cover configured to at least partially cover a gap formed between the first fitting portion and the second fitting portion, - at least one fastening device for fixing the at least one cover to the at least one furniture hinge, the at least one fastening device including an arresting device for fixing the at least one fastening device on different positions of the at least one cover in a longitudinal direction of the at least one cover, - wherein the fastening device includes at least one limiting element configured to limit a buckling movement of the two fitting portions (12a, 12b) to each other,
Support bracket for a support structure, comprising a crossmember, for a motor vehicle, in particular a frame or steering structure, preferably for a utility vehicle, having a connecting device for the crossmember, wherein the support bracket is designed in such a way that it can be used on both sides (LS1, LS2) of the crossmember, and has at least one additional connecting device (12, 14), which has at least one fastening surface which is oriented at least approximately at right angles to the longitudinal extent of the crossmember and preferably extends vertically, characterized in that the support bracket has a connecting device for a rib structure, wherein the connecting device for the crossmember and the connecting device for the rib structure extend in different directions.
A method for automatically configuring a system upon installation of a network printer within the system, wherein the system includes printer description files, a driver, a spooler including bi-directional application program interfaces, and a port monitor, the method comprising the steps of: getting, by the driver, upon installation of the network printer, a list of installable features and corresponding requests from the printer description files; calling, by the driver, the bi-directional application program interfaces from the spooler to query for a current configuration of the installable features, wherein the query comprises one or more of said requests; mapping, by the port monitor, bi-directional schema to a printer-specific protocol; generating and routing, by the port monitor, a notification through the spooler to the driver, wherein the port monitor receives the one or more requests through the bi-directional application interfaces of the spooler, retrieves necessary data from a network printer's database, transforms the data and returns the data through the bi-directional application interfaces to the driver; mapping, by the driver, responses to a feature from the printer description file using the received notification from the spooler; and updating, by the driver, the system with the current configuration according to the received notification. getting, by the driver, upon installation of the network printer, a list of installable features and corresponding requests from the printer description files; calling, by the driver, the bi-directional application program interfaces from the spooler to query for a current configuration of the installable features, wherein the query comprises one or more of said requests; mapping, by the port monitor, bi-directional schema to a printer-specific protocol; generating and routing, by the port monitor, a notification through the spooler to the driver, wherein the port monitor receives the one or more requests through the bi-directional application interfaces of the spooler, retrieves necessary data from a network printer's database, transforms the data and returns the data through the bi-directional application interfaces to the driver; mapping, by the driver, responses to a feature from the printer description file using the received notification from the spooler; and updating, by the driver, the system with the current configuration according to the received notification.
An earth terminal, comprising: an upper part having a main body and a clamping device for at least one ground line, and a lower part that can be operatively connected via a first and second operative connecting means (2, 3) to the upper part, wherein the upper part and the lower part enclose a receiving opening when in an operatively connected state, characterized in that the lower part is configured so as to be less stiff in the circumferential direction than the upper part, so as to be more greatly deformed than the upper part when placed about a cylindrical counter body, in a manner dependent on the diameter thereof, wherein the first operative connecting means is configured as a hook connection, wherein the upper part comprises at least one hook and the lower part comprises at least one eyelet-shaped counter piece. an upper part having a main body and a clamping device for at least one ground line, and a lower part that can be operatively connected via a first and second operative connecting means (2, 3) to the upper part, wherein the upper part and the lower part enclose a receiving opening when in an operatively connected state, characterized in that the lower part is configured so as to be less stiff in the circumferential direction than the upper part, so as to be more greatly deformed than the upper part when placed about a cylindrical counter body, in a manner dependent on the diameter thereof, wherein the first operative connecting means is configured as a hook connection, wherein the upper part comprises at least one hook and the lower part comprises at least one eyelet-shaped counter piece.
Underwater display structure comprising a panel system or multimedia and multifunctional underwater modules aggregating displays with light-emitting diodes display or liquid crystal display by means of a waterproof array of single displays twinned - at the rear part - to a respective plurality of modular box-shaped elements provided with means for mutual removable interconnection (20, 21) and housing electronic components serving the array of single displays, characterized in that said panels or multimedia and multifunctional underwater modules incorporate laser beam generation means.
An uplink transmission method, comprising: generating, by a media access control, MAC, layer of a first device, MAC information, then generating a first primitive carrying the MAC information, and sending the first primitive to an adjacent higher layer of the MAC layer of the first device; and receiving, by the adjacent higher layer of the MAC layer of the first device, the first primitive, then generating an adjacent higher layer message carrying the MAC information, and sending the adjacent higher layer message to an adjacent higher layer of a MAC layer of a second device, wherein the adjacent higher layer message is used to instruct the adjacent higher layer of the MAC layer of the second device to send, by using a second primitive, the MAC information to the MAC layer of the second device, characterized in that the first primitive further carries address information of the second device. generating, by a media access control, MAC, layer of a first device, MAC information, then generating a first primitive carrying the MAC information, and sending the first primitive to an adjacent higher layer of the MAC layer of the first device; and receiving, by the adjacent higher layer of the MAC layer of the first device, the first primitive, then generating an adjacent higher layer message carrying the MAC information, and sending the adjacent higher layer message to an adjacent higher layer of a MAC layer of a second device, wherein the adjacent higher layer message is used to instruct the adjacent higher layer of the MAC layer of the second device to send, by using a second primitive, the MAC information to the MAC layer of the second device, characterized in that the first primitive further carries address information of the second device.