Abstract: Example embodiments of the present disclosure provide an example computer-implemented method for constructing a three-dimensional semantic segmentation of a scene from two-dimensional inputs. The example method includes obtaining, by a computing system comprising one or more processors, an image set comprising one or more views of a subject scene. The example method includes generating, by the computing system and based at least in part on the image set, a scene representation describing the subject scene in three dimensions. The example method includes generating, by the computing system and using a machine-learned semantic segmentation model framework, a multidimensional field of probability distributions over semantic categories, the multidimensional field defined over the three dimensions of the subject scene. The example method includes outputting, by the computing system, classification data for at least one location in the subject scene.

Abstract: Provided are machine learning models that generate geometry-free neural scene representations through efficient object-centric novel-view synthesis. In particular, one example aspect of the present disclosure provides a novel framework in which an encoder model (e.g., an encoder transformer network) processes one or more RGB images (with or without pose) to produce a fully latent scene representation that can be passed to a decoder model (e.g., a decoder transformer network). Given one or more target poses, the decoder model can synthesize images in a single forward pass. In some example implementations, because transformers are used rather than convolutional or MLP networks, the encoder can learn an attention model that extracts enough 3D information about a scene from a small set of images to render novel views with correct projections, parallax, occlusions, and even semantics, without explicit geometry.

Abstract: The invention relates to a product for treating viral diseases, such as COVID-19, via the nasal route. The product comprises a hydrogel based on water, glycerol and a carbomer.

Abstract: The invention disclosure relates to a device for emitting a magnetic field including an insulating support intended to be applied on a part of a person's body, at least two hexagonal antennas, and a power supply source. The device has at least a first antenna and at least a second antenna, that are reversely wound.

Abstract: The disclosure relates to a product for topical use in the treatment of skin affected by dysbiosis. The product has a pH ranging from 5.5 to 6.5 and essentially includes water, glycerin and at least one crosslinked polyacrylate. This product can be used as a prerequisite for the transplantation of biological material favorable to the development of a healthy cutaneous bacterial flora.

Abstract: The present invention relates to a hygiene product or a pharmaceutical composition in the form of a gel or dressing, for topical application to the skin or mucosa including glycerol, at least one poly(meth)acrylate polymer, at least one polyethylene glycol having a molecular weight of less than 1000 g/mol, octanediol and water. The composition or dressing can be used for healing treatment of chronic dermal ulcers, healing and soothing treatment of eczema and psoriatic conditions, healing treatment of anal fissures, treatment of mouth injuries, resorption and healing of labial herpes (cold sore) and treatment of dermatitis. The hygiene product can be a shaving or aftershave product for sensitive or hypersensitive skin, a nasal decongestant product or a product for ear hygiene.

Abstract: The invention relates to a device that can be used to expose a person to a magnetic field, including an insulating belt to be placed in contact with a part of the body of the person, at least one substantially rectangular, flat dipole antenna emitting a magnetic field over a vector perpendicular to the surface thereof, the antenna being arranged longitudinally on the belt in the lengthwise direction thereof, and a power source for supplying the antenna with AC or pulsed power.

Abstract: The present invention relates to a hygiene product or a pharmaceutical composition in the form of a gel or dressing, for topical application to the skin or mucosa including glycerol, at least one poly(meth)acrylate polymer, at least one polyethylene glycol having a molecular weight of less than 1000 g/mol, octanediol and water. The composition or dressing can be used for healing treatment of chronic dermal ulcers, healing and soothing treatment of eczema and psoriatic conditions, healing treatment of anal fissures, treatment of mouth injuries, resorption and healing of labial herpes (cold sore) and treatment of dermatitis. The hygiene product can be a shaving or aftershave product for sensitive or hypersensitive skin, a nasal decongestant product or a product for ear hygiene.

Abstract: The invention relates to a device that can be used to expose a person to a magnetic field, including an insulating belt to be placed in contact with a part of the body of the person, at least one substantially rectangular, flat dipole antenna emitting a magnetic field over a vector perpendicular to the surface thereof, the antenna being arranged longitudinally on the belt in the lengthwise direction thereof, and a power source for supplying the antenna with AC or pulsed power.

Abstract: The adipose areas of the body are simultaneously subjected to lipolysis, through the action of an apparatus that generates low-frequency electromagnetic waves, to extraction, out of the adipose cells, of the fatty acids released by the lipolysis, and to drainage of the fatty acids to the vascular and lymphatic system, through the action of a pressotherapy apparatus.

Abstract: The adipose areas of the body are simultaneously subjected to lipolysis, through the action of an apparatus that generates low-frequency electromagnetic waves, to extraction, out of the adipose cells, of the fatty acids released by the lipolysis, and to drainage of the fatty acids to the vascular and lymphatic system, through the action of a pressotherapy apparatus.

Abstract: A method and system for managing user identities on a network is disclosed. form independent model for managing user identities on a network is disclosed which translated to one or more platform-specific models for the actual implementation. An trator is provided with the ability to add, modify and delete actors on the network. or, such as a help desk, is ascribed use cases, such as enabling passwords, resetting s, and disenabling passwords, that are appropriate for that actor. The administrator modify each use case, such as by unlocking a user's account before resetting the d or providing an email notification to a user prior to resetting a password, to the desired by the administrator. As a result, an actor with no or little programming skills form sophisticated identity management functions resulting in improved efficiency and lower cost to the company.

Abstract: The invention concerns the use of peptides of general formula R1-L-Tyr-L-Arg-R2 in which R1=H or a R3-C=0 with R3=a C1 to C20 alkyl chain, linear or branched, saturated or unsaturate, hydroxylated or not, or with R3=an aryl, aryl-alkyl or alkyloxy or aryloxy or arylalkyloxy group, and in which R2=OH or a O-R4 group with R4=a C1 to C20 alkyl chain, or R2=a NH2, NHX or NXX group with X=a C1 to C4 alkyl chain. The peptides have a soothing effect on the skin, including by topical application, and attenuates the effects of benign skin sores (after shave irritation, sunstroke, frostbite, chaps, depilation). They are used in acceptable cosmetic excipients and in effective in vivo concentrations.

Abstract: The use of alkane-1,2-diols for inactivating skin microorganisms by topical application includes 1,2-Octanediol used against the germs that cause acne and dandruff, as well as those that cause mastitis in dairy animals, and its activity strengthened by a synergistic interaction with gels such as glycerol poly(meth)acrylate.

Abstract: A gel, in a proportion of 1 to 20% of the finished product, contains at least one polyol, one (meth)acrylic acid polymer and one fluidification solvent of general formula (1): R1--O--(R2--O--R2).sub.n,--OR3, wherein R1 is a hydrogen atom or a straight or branched C1-C5 alkyl chain, R2 is a straight or branched C1-C5 alkyl chain, R3 is a hydrogen atom or a straight or branched C1-C5 alkyl chain, and n is an integer of 1 to 200,000.

Abstract: The process consists in incorporating into the preparations enzymes called lipoxygenases together with their substrate named linoleic acid.The excipients of these preparations are chosen in a way as to ensure preservation of the active agents, easy spreading and rapid cutaneous absorption.The preparations from the invention are used to progressively reduce the growth of body hair after depilation. This reduction is perceptible after several depilatory operations followed by the application of these preparations.