Abstract: Embodiments employ an inference method for neural networks that enforces deterministic constraints on outputs without performing post-processing or expensive discrete search over the feasible space. Instead, for each input, the continuous weights are nudged until the network's unconstrained inference procedure generates an output that satisfies the constraints. This is achieved by expressing the hard constraints as an optimization problem over the continuous weights and employing backpropagation to change the weights of the network. Embodiments optimize over the energy of the violating outputs; since the weights directly determine the output through the energy, embodiments are able to manipulate the unconstrained inference procedure to produce outputs that conform to global constraints.

Abstract: According to embodiments, a recurrent neural network (RNN) is equipped with a set data structure whose operations are differentiable, which data structure can be used to store information for a long period of time. This differentiable set data structure can “remember” an event in the sequence of sequential data that may impact another event much later in the sequence, thereby allowing the RNN to classify the sequence based on many kinds of long dependencies. An RNN that is equipped with the differentiable set data structure can be properly trained with backpropagation and gradient descent optimizations. According to embodiments, a differentiable set data structure can be used to store and retrieve information with a simple set-like interface. According to further embodiments, the RNN can be extended to support several add operations, which can make the differentiable set data structure behave like a Bloom filter.

Abstract: The present invention relates to a method for simulating an image recording by an optical sensor of a coordinate measuring machine for inspecting a measurement object, comprising the following steps: providing a first data set representing a model of the measurement object, a second data set representing a model of an illumination of the measurement object, and a third data set representing a model of an optics of the optical sensor, and rendering an image stack on the basis of the first data set, the second data set and the third data set, wherein the image stack has a plurality of virtual images of at least one partial region of the measurement object, wherein each virtual image is rendered at least with a different second and/or different third data set. Furthermore, the present invention relates to a method for optimizing an image recording by a coordinate measuring machine.

Abstract: Systems and methods are described for a network video camera device. Specifically, various techniques and systems are provided for embodiments of a network video camera with a blocking mechanism for privacy and control of the blocking mechanism. Embodiments of the present invention include a network video capture device. The network video capture device comprises a lens connected to a housing; a blocking mechanism, wherein the a blocking mechanism is configured to selectively block the lens from capturing video images, and wherein the blocking mechanism includes a physical body; an indication device, wherein the indication device is configured to provide visible feedback that the lens is blocked; and a circuit board having a data processor, a wireless transceiver, and a memory configured to store a customizable setting associated with the blocking mechanism.

Abstract: Techniques and systems are provided for controlling a network video camera with physical privacy feedback to capture one or more images of a scene. For example, computing device, a method, and a computer-program product may be provided. The computing device may include one or more lenses and one or more blocking mechanisms, wherein the one or more blocking mechanisms are configured to selectively block the one or more lenses from capturing video images, and wherein the one or more blocking mechanisms include a physical body that provides visible feedback that the one or more lenses are blocked. The computing device, method, and computer-program product may include detecting movement of a blocking mechanism from a first position in which a lens is exposed to a second position in which the lens is blocked, and capturing one or more images of a scene, wherein the one or more images of the scene are captured when the movement of the blocking mechanism is detected.

Abstract: Techniques and systems for controlling a network video camera with physical privacy feedback are provided. For example, computing device, a method, and a computer-program product may be provided. The computing device may include one or more lenses and one or more blocking mechanisms, wherein the one or more blocking mechanisms are configured to selectively block the one or more lenses from capturing video images, and wherein the one or more blocking mechanisms include a physical body that provides visible feedback that the one or more lenses are blocked. The computing device, method, and computer-program product may include detecting an occurrence of an event, and activating the one or more blocking mechanisms to block the one or more lenses from capturing video images, wherein the one or more blocking mechanisms are activated to block the one or more lenses when the occurrence of the event is detected.

Abstract: The present invention describes a method of reducing solid tumors in a subject having an adenoid cystic carcinoma comprising administering a therapeutically effective amount of 4-amino-5-fluoro-3-[6-(4-methylpiperazin-1-yl)-1H-benzimidazol-yl]-1H-quinolin-2-one or a pharmaceutically acceptable salt thereof.

Abstract: Disclosed is a microscope system for imaging an object within an eye, wherein the object is a phase object. The microscope system includes imaging optics for generating images of an object plane of the imaging optics in an image plane of the imaging optics by using imaging light. The object plane is optically conjugate to the image plane. The microscope system is configured to store focus shift data representing a focus shift. The focus shift is generated by a different effect on the imaging light generated by phase objects as compared to amplitude objects. The microscope system is configured to image the object depending on the focus shift data.

Abstract: The invention relates to a heat-sealing system consisting of an olefin polymer or olefin copolymer A, a methacrylate copolymer B, a graft polymer AB that is composed of the aforementioned components, a polyester C and an optional polymer D or an optional polymer blend DA, in addition to a solvent or solvent mixture L. The heat-sealing system is characterised by a high heat resistance, excellent barrier properties and short sealing times in relation to various plastics and aluminium foil or PET film.

Abstract: The invention relates to a hot sealing system comprised of an olefin polymer or of an olefin polymer A, of a methacrylate polymer B, of a graft polymer A-X consisting of the above-mentioned constituents and of a solvent or solvent mixture. The hot sealing system is characterized by having a high thermal stability and short sealing times.

Abstract: The invention relates to a heat-sealing system consisting of an olefin polymer or olefin copolymer A, a methacrylate copolymer B, a graft polymer AB that is composed of the aforementioned components, a polyester C and an optional polymer D or an optional polymer blend DA, in addition to a solvent or solvent mixture L. The heat-sealing system is characterised by a high heat resistance, excellent barrier properties and short sealing times in relation to various plastics and aluminium foil or PET film.

Abstract: Sulfonylethyl and thioethyl phosphorodiamidates, their preparation and intermediates in their preparation, formulations containing them, and their pharmaceutical use. The compounds are useful for treating cancer, alone and in combination with other anticancer therapies.

Abstract: Compounds of the following formula are provided: In the Formula (I), R1 is —X—R1?; in which R1? is optionally substituted lower alkyl, optionally substituted aryl, optionally substituted heteroaryl, or optionally substituted heterocyclyl, and X is —NH—. R2 is lower alkyl optionally substituted with one, two or three groups chosen from hydroxy, lower alkoxy, and halogen. And R3 is —NR4R5; in which R4 is hydrogen and R5 is lower alkyl substituted with amino; or (ii) R4 and R5 are both lower alkyl optionally substituted with one, two or three groups chosen from hydroxy and amino. It is to be understood that R1? is not cyclohexylmethyl, phenyl, substituted phenyl, benzyl, phenylethyl, or m-hydroxybenzyl. The compounds inhibit CDK-2 activity and are useful for treating disorders characterized by undesirable cell proliferation.

Abstract: Method and apparatus for a frequency diverse array. Radio frequency signals are generated and applied to a power divider network. A progressive frequency shift is applied to all radio frequency signals across all spatial channels. Amplitude weighting signals are applied for sidelobe control. Phase control is included for channel compensation and to provide nominal beam steering. The progressive frequency offsets generate a new term which cause the antenna beam to focus in different directions as a function of range. Alternative embodiments generate different waveforms to be applied to each radiating element, permitting the transmission of multiple signals at the same time.

Abstract: Sulfonylethyl and thioethyl phosphorodiamidates, their preparation and intermediates in their preparation, formulations containing them, and their pharmaceutical use. The compounds are useful for treating cancer, alone and in combination with other anticancer therapies.

Abstract: A method of sensitizing a mammal, especially a human, to another anticancer therapy by administering a sensitizing effective amount of a GST-activated anticancer compound. A method of ameliorating a side effect of another anticancer therapy in a mammal, especially a human, by administering an ameliorating effective amount of a GST-activated anticancer compound. Pharmaceutical compositions for the methods. The GST-activated anticancer compound is preferably a compound of U.S. Pat. No. 5,556,942, and more preferably canfosfamide, especially as the hydrochloride salt.

Abstract: Compounds of the following formula are provided: In the Formula (I), R1 is —X—R1?; in which R1? is optionally substituted lower alkyl, optionally substituted aryl, optionally substituted heteroaryl, or optionally substituted heterocyclyl, and X is —NH—. R2 is lower alkyl optionally substituted with one, two or three groups chosen from hydroxy, lower alkoxy, and halogen. And R3 is —NR4R5; in which R4 is hydrogen and R5 is lower alkyl substituted with amino; or (ii) R4 and R5 are both lower alkyl optionally substituted with one, two or three groups chosen from hydroxy and amino. It is to be understood that R1? is not cyclohexylmethyl, phenyl, substituted phenyl, benzyl, phenylethyl, or m-hydroxybenzyl. The compounds inhibit CDK-2 activity and are useful for treating disorders characterized by undesirable cell proliferation.

Abstract: The invention relates to a hot sealing system comprised of an olefin polymer or of an olefin polymer A, of a methacrylate polymer B, of a graft polymer A-X consisting of the above-mentioned constituents and of a solvent or solvent mixture. The hot sealing system is characterized by having a high thermal stability and short sealing times.