AUMOVIO Germany

The present application discloses a sliding screen assembly, including a winding unit (1); a flexible screen (2) wound on the winding unit, where the flexible screen is provided with a free end (21); a support plate (3) hinged to the free end, where the support plate is used to support the flexible screen unwound by the winding unit; a fixed base (4); and a linkage (5) having an end hinged to the fixed base and the other end hinged to the support plate, where the linkage is rotatable in a forward direction and a reverse direction around a hinge point between the linkage and the fixed base (6a), to drive the support plate to rotate in the forward direction and the reverse direction, thereby driving the winding unit to unwind and wind the flexible screen, enabling the flexible screen to unfold and fold. The present application further discloses an automotive seat, an automotive sunroof, and an automobile.

The present application discloses a sliding screen assembly, including: a winding unit (10); a flexible screen (20) wound on the winding unit, the flexible screen being provided with a free end (30); a support plate (40) hinged to the free end, the support plate being configured to support the flexible screen unwound by the winding unit; a fixed base (50); and a sliding link mechanism (60) having one end slidably connected to the fixed base and the other end hinged to the support plate; where the sliding link mechanism slides in forward and reverse drive the support plate to move in forward and reverse directions, thereby driving the winding unit to unwind and rewind the flexible screen, so that the flexible screen is deployed and retracted. The present application further discloses an automotive seat, an automotive sunroof, and an automobile.

The application discloses a sliding screen assembly, including: a winding unit; a flexible screen (2), wound on the winding unit, the flexible screen being provided with a free end, and the free end being provided with a traction portion (22); and a flexible screen support frame (3) capable of being deployed and retracted; where the flexible screen support frame (3) is capable of abutting against the traction portion (22), and the flexible screen support frame (3) is deployed to pull the traction portion (22) to move in a forward direction, so that the winding unit unwinds the flexible screen (2), the flexible screen (2) is deployed, and the flexible screen support frame (3) supports the flexible screen (2); the flexible screen support frame (3) is retracted to drive the traction portion (22) to move in a reverse direction, so that the winding unit rewinds the flexible screen (2), and the flexible screen (2) is retracted. The application further discloses an automotive seat, an automotive sunroof, and an automobile.

Embodiments of the present disclosure relate to a method for generating training data for an application-specific task. A training method and a dataset used for training a machine learning model are also disclosed. A machine learning model, a computer program, a computer-readable data carrier and an apparatus are also presented. The method for generating the training data for the application-specific task comprises: fine-tuning a pre-trained machine learning model using a first dataset; obtaining, using said model, original embeddings for input data obtained from a second application-specific dataset; applying, to each of the obtained original embeddings, a corresponding augmentation function, thereby obtaining corresponding augmented embeddings; and adding the augmented embeddings and the original embeddings to an embeddings dataset.

Embodiments of the present disclosure relate to an apparatus, a computer program, a neural network, a training method, a method for intrusion detection, and a method for watermarking data. Embodiments of the watermarking method comprise obtaining data, determining one or more data features of the data, generating a watermark for the data using a predefined function and the data features as input for the function, and embedding the watermark in the data to obtain watermarked data.

Die Erfindung betrifft ein Gerät mit einer Optikeinheit (3), welche zumindest eine innenliegende Wandung (35) aufweist, die mit einer Oberflächenstruktur (351) versehen ist. Die Oberflächenstruktur (351) weist Kavitäten (352) auf. Ein solches Gerät findet vorteilhaft Verwendung in einem Head-Up-Display mit Störlichtunterdrückung.

The present disclosure provides an automotive open system architecture and a communication method for an automotive open system architecture. In a specific implementation solution, the automotive open system architecture includes an application layer and a basic software layer. A data processing module of the basic software layer is communicatively connected to a data communication module and a software component of the application layer respectively, and the data communication module is communicatively connected to a corresponding external device based on a pin of a controller. The data processing module is configured to manage correspondence information between a plurality of pins of the controller and a plurality of external devices. The data processing module is further configured to control, according to a first message containing target external device information and generated by the software component and the correspondence information, the data communication module to communicate with a target external device based on a target pin of the controller, so as to realize read and/or write operations of the software component on the target external device. According to the solution of the present disclosure, the software component does not need to know a communicative connection relationship between the pin of the controller and the external device, and can still implement read and write operations on the target external device.

Embodiments of the present disclosure relate to methods for detection and removal of adversarial attacks. A computer program, a computer-readable data carrier and an apparatus are also disclosed. The method for detection of adversarial attacks comprises: obtaining a sample embedding from a layer of a machine learning model; obtaining one or more predetermined adversarial perturbation embeddings corresponding to the layer of the machine learning model; obtaining an attribution score between the sample embedding and each of the predetermined adversarial perturbation embeddings; determining that at least one similarity scores of the obtained similarity scores exceed a predetermined threshold; classifying the predetermined adversarial perturbation embeddings, corresponding to the determined at least one similarity scores, as relevant perturbation embeddings; and providing an indication that an adversarial attack is detected.

Die vorliegende Erfindung betrifft eine Anzeigevorrichtung (1) mit Störlichtunterdrückung. Die Anzeigevorrichtung (1) weist ein Anzeigepanel (2) und ein auf einer Oberseite (20) des Anzeigepanels (2) angeordnetes transparentes Element (3) auf. Das Material des transparenten Elements (3) ist so gewählt, dass beim Übergang vom Anzeigepanel (2) zum transparenten Element (3) kein Brechungsindexsprung auftritt. Das transparente Element (3) weist eine gekrümmte Oberseite (30) auf, die ausgestaltet ist, einfallendes Störlicht (SL) in Richtung einer Lichtfalle (LF) abzulenken.

A temperature maintenance apparatus (1) for a vehicle (2) display, the temperature maintenance apparatus (5) comprising a first connection pipe (10) connected to a display device (5), a second connection pipe (20) having one end portion (21) connected to the first connection pipe (10), and the other end portion (23) connected to a vent hole (6) forming an air flow to the outside of the vehicle (2) when the vehicle (2) is traveling, and a third connection pipe (30) having one end portion (32) connected to at least one among the first connection pipe (10) and the second connection pipe (20), and the other end portion (33) connected to an air conditioning device (7).