Abstract: Apparatuses, systems, and techniques to determine pixel-level labels of a synthetic image. In at least one embodiment, the synthetic image is generated by one or more generative networks and the pixel-level labels are generated using a combination of data output by a plurality of layers of the generative networks.

Abstract: Apparatuses, systems, and techniques to generate complete depictions of objects based on a partial depiction of the object. In at least one embodiment, an image of a complete object is generated by one or more neural networks, based on an image of a portion of the object, using an encoder of the one or more neural networks trained using training data generated from output of a decoder of the one or more neural networks.

Abstract: A method of fabricating a mask is provided. The method includes providing a hard mask layer disposed on top of absorber, a capping layer, and a multilayer that are disposed on a substrate. The method includes forming a middle layer over the hard mask layer, forming a photo resist layer over the middle layer, patterning the photo resist layer, etching the middle layer through the patterned photo resist layer, etching the hard mask layer through the patterned middle layer, and etching the absorber through the patterned hard mask layer. In some embodiments, etching the hard mask layer through the patterned middle layer includes a dry-etching process that has a first removal rate of the hard mask layer and a second removal rate of the middle layer, and a ratio of the first removal rate of the hard mask layer to the second removal rate of the middle layer is greater than 5.

Abstract: Approaches are presented for training an inverse graphics network. An image synthesis network can generate training data for an inverse graphics network. In turn, the inverse graphics network can teach the synthesis network about the physical three-dimensional (3D) controls. Such an approach can provide for accurate 3D reconstruction of objects from 2D images using the trained inverse graphics network, while requiring little annotation of the provided training data. Such an approach can extract and disentangle 3D knowledge learned by generative models by utilizing differentiable renderers, enabling a disentangled generative model to function as a controllable 3D “neural renderer,” complementing traditional graphics renderers.

Abstract: A method for manufacturing a reticle is provided. The method includes forming a first reflective multilayer over a mask substrate. The method also includes forming a capping layer over the first reflective ML. The method further includes depositing a first absorption layer over the capping layer. In addition, the method includes depositing an etch stop layer over the first absorption layer. The method also includes forming a second reflective multilayer (ML) over the etch stop layer. The method further includes forming a second absorption layer over the second reflective ML. In addition, the method includes forming an opening through the second absorption layer and the second reflective ML until the etch stop layer is exposed. The method also includes etching the etch stop layer and the first absorption layer through the opening until the capping layer is exposed.

Abstract: A reticle and a method for manufacturing the same are provided. The reticle includes a mask substrate, a reflective multilayer (ML), a capping layer and an absorption composite structure. The reflective ML is positioned over a front-side surface of the mask substrate. The capping layer is positioned over the reflective ML. The absorption composite structure is positioned over the capping layer. The absorption composite structure includes a first absorption layer, a second absorption layer, a third absorption layer and an etch stop layer. The first absorption layer is positioned over the capping layer. The second absorption layer is positioned over the first absorption layer. The third absorption layer is positioned over the second absorption layer. The etch stop layer is positioned between the first absorption layer and the second absorption layer. The first absorption layer and the second absorption layer are made of the same material.

Abstract: Systems and methods are provided for tracking sharing of an electronic content. An exemplary method may include receiving a request to access content associated with a web address by a user. Based on a unique identity assigned to the user and the web address, a unique tracking web address may be generated. This tracking web address may be shared with additional users. As other users request content associated with the tracking web address, information regarding the sharing of the electronic content may be determined and stored, allowing for tracking of sharing behavior of users.

Abstract: Systems and methods are provided for tracking sharing of an electronic content. An exemplary method may include receiving a request to access content associated with a web address by a user. Based on a unique identity assigned to the user and the web address, a unique tracking web address may be generated. This tracking web address may be shared with additional users. As other users request content associated with the tracking web address, information regarding the sharing of the electronic content may be determined and stored, allowing for tracking of sharing behavior of users.

Abstract: The present invention relates generally to object annotation, specifically to polygonal annotations of objects. Described are methods of annotating an object including steps of receiving an image depicting an object, generating a set of image features using a CNN encoder implemented on one or more computers, and producing a polygon object annotation via a recurrent decoder or a Graph Neural Network. The recurrent decoder may include a recurrent neural network, a graph neural network or a gated graph neural network. A system for annotating an object and a method of training an object annotation system are also described.

Abstract: An apparatus that has a shape and uses a method to securely interweave with chain-link fences and the like without additional fasteners or mechanisms of similar nature. The shape is comprised of an orifice and a gap merging into each other. The interweaving method is a set of orientation-dependent operations established with the relative locations of three elements: apparatus, entanglement and 2 bent wires forming the entanglement.

Abstract: The present invention relates generally to object annotation, specifically to polygonal annotations of objects. Described are methods of annotating an object including steps of receiving an image depicting an object, generating a set of image features using a CNN encoder implemented on one or more computers, and producing a polygon object annotation via a recurrent decoder or a Graph Neural Network. The recurrent decoder may include a recurrent neural network, a graph neural network or a gated graph neural network. A system for annotating an object and a method of training an object annotation system are also described.

Abstract: The present invention relates generally to object annotation, specifically to polygonal annotations of objects. Described are methods of annotating an object including steps of receiving an image depicting an object, generating a set of image features using a CNN encoder implemented on one or more computers, and producing a polygon object annotation via a recurrent decoder or a Graph Neural Network. The recurrent decoder may include a recurrent neural network, a graph neural network or a gated graph neural network. A system for annotating an object and a method of training an object annotation system are also described.

Abstract: A reticle and a method for manufacturing the same are provided. The reticle includes a mask substrate, a reflective multilayer (ML), a capping layer and an absorption composite structure. The reflective ML is positioned over a front-side surface of the mask substrate. The capping layer is positioned over the reflective ML. The absorption composite structure is positioned over the capping layer. The absorption composite structure includes a first absorption layer, a second absorption layer, a third absorption layer and an etch stop layer. The first absorption layer is positioned over the capping layer. The second absorption layer is positioned over the first absorption layer. The third absorption layer is positioned over the second absorption layer. The etch stop layer is positioned between the first absorption layer and the second absorption layer. The first absorption layer and the second absorption layer are made of the same material.

Abstract: An apparatus that has a shape and uses a method to securely interweave with chain-link fences and the like without additional fasteners or mechanisms of similar nature. The said shape is comprised of an orifice and a gap merging into each other. The said interweaving method is a set of orientation-dependent operations established with the relative locations of three elements: apparatus, entanglement and 2 bent wires forming the said entanglement.

Abstract: Systems and methods are provided for tracking sharing of an electronic content. An exemplary method may include receiving a request to access content associated with a web address by a user. Based on a unique identity assigned to the user and the web address, a unique tracking web address may be generated. This tracking web address may be shared with additional users. As other users request content associated with the tracking web address, information regarding the sharing of the electronic content may be determined and stored, allowing for tracking of sharing behavior of users.

Abstract: Systems and methods are provided for tracking sharing of an electronic content. An exemplary method may include receiving a request to access content associated with a web address by a user. Based on a unique identity assigned to the user and the web address, a unique tracking web address may be generated. This tracking web address may be shared with additional users. As other users request content associated with the tracking web address, information regarding the sharing of the electronic content may be determined and stored, allowing for tracking of sharing behavior of users.

Abstract: A fabrication method of a coreless packaging substrate is provided, including the steps of: forming an inner built-up circuit board on a carrier; removing the carrier; and symmetrically forming a first outer built-up structure and a second outer built-up structure on top and bottom surfaces of the inner built-up circuit board, respectively. The present invention effectively increases the product yield, saves the fabrication cost, and reduces wastes.

Abstract: Systems and methods are provided for tracking sharing of an electronic content. An exemplary method may include receiving a request to access content associated with a web address by a user. Based on a unique identity assigned to the user and the web address, a unique tracking web address may be generated. This tracking web address may be shared with additional users. As other users request content associated with the tracking web address, information regarding the sharing of the electronic content may be determined and stored, allowing for tracking of sharing behavior of users.

Abstract: A fabrication method of a coreless packaging substrate is provided, including the steps of: forming an inner built-up circuit board on a carrier; removing the carrier; and symmetrically forming a first outer built-up structure and a second outer built-up structure on top and bottom surfaces of the inner built-up circuit board, respectively. The present invention effectively increases the product yield, saves the fabrication cost, and reduces wastes.

Abstract: A drawing and dispensing device includes a container for receiving a liquid and having an opening coupled to a pipe for drawing a liquid into the container. A check valve is attached to the port. A pump device is attached to the check valve for pumping the liquid into the container. The check valve includes a plate having one or more orifices, and a resilient panel attached to the plate for blocking the-orifice and for allowing air to be drawn out of the container only and for preventing the air from flowing into the container via the check valve. A balancing valve is attached to the container for balancing the pressure in the container and for preventing the container from being deformed.