Abstract: Systems and methods for image processing are described. Embodiments of the present disclosure receive an image having a plurality of object instances; encode the image to obtain image features; decode the image features to obtain object features; generate object detection information based on the object features using an object detection branch, wherein the object detection branch is trained based on a first training set using a detection loss; generate semantic segmentation information based on the object features using a semantic segmentation branch, wherein the semantic segmentation branch is trained based on a second training set different from the first training set using a semantic segmentation loss; and combine the object detection information and the semantic segmentation information to obtain panoptic segmentation information that indicates which pixels of the image correspond to each of the plurality of object instances.

Abstract: Aspects of the present disclosure allow for improving E2E mesh throughput by applying transmission (TX) biasing on the Wi-Fi mesh backhaul. Aspects of the disclosure are directed to solutions for reducing traffic load in Wi-Fi mesh networks by applying TX biasing on the Wi-Fi mesh backhaul. Certain aspects are directed to selectively transmitting or preventing transmission of data over the first backhaul link to the first MLD based at least in part on a fronthaul airtime utilization, a first backhaul airtime utilization, or a second backhaul airtime utilization. Doing so allows a root access point or a network controller to apply TX biasing between multi-link operation links towards each repeater so that traffic load on a backhaul-link would not overly occupy the front-haul link because of common channel use by selectively transmitting or preventing transmission of data on the backhaul links.

Abstract: An integrated package design for a package-on-package product is described that uses wire leads. Some embodiments pertain to a stacked package assembly that includes a first die having a front side and a back side, a die paddle attached to the back side of the first die, a plurality of wire leads, one end being connected to the front side of the die for connection to an external device, a mold compound encapsulating the first die and at least a portion of the die paddle, a land pad cut from the die paddle and supported by the mold compound, a second plurality of wire leads, one end of the wire leads being connected to the front side of the first die and the other end of the wire leads being connected to the land pad, a second die stacked over the die paddle and a third plurality of wire leads, one end being connected to the second die and the other end being connected to the land pad.

Abstract: An integrated package design for a package-on-package product is described that uses wire leads. Some embodiments pertain to a stacked package assembly that includes a first die having a front side and a back side, a die paddle attached to the back side of the first die, a plurality of wire leads, one end being connected to the front side of the die for connection to an external device, a mold compound encapsulating the first die and at least a portion of the die paddle, a land pad cut from the die paddle and supported by the mold compound, a second plurality of wire leads, one end of the wire leads being connected to the front side of the first die and the other end of the wire leads being connected to the land pad, a second die stacked over the die paddle and a third plurality of wire leads, one end being connected to the second die and the other end being connected to the land pad.

Abstract: An elective healthcare insurance model using an individual's own peripheral blood stem cells for the individual's future healthcare uses. An individual can elect to have his or her own stem cells collected, processed and preserved, while he or she is in healthy or “pre-disease” state, for future distribution for his or her healthcare needs. The process includes methods of collection, processing, preservation and distribution of adult (including pediatric) peripheral blood stem cells during non-diseased state. The stem cells collected will contain adequate dosage amounts, for one or more transplantations immediately when needed by the individual for future healthcare treatments. The collected adult or non-neonate child peripheral blood stem cells can be aliquoted into defined dosage fractions before cryopreservation so that cells can be withdrawn from storage without the necessity of thawing all of the collected cells.

Abstract: Disclosed is a folding split seat which is easy to move from a seating position to a cargo position and back and which accomplishes this by moving the seat cushion forward and downward out of the way of the folded seat back without the need to fold or flip the seat cushion. Also disclosed is a embodiment of the folding split seat that also provides for a reclining seat back.

Abstract: Disclosed is a folding split seat which is easy to move from a seating position to a cargo position and back and which accomplishes this by moving the seat cushion forward and downward out of the way of the folded seat back without the need to fold or flip the seat cushion. Also disclosed is a embodiment of the folding split seat that also provides for a reclining seat back.

Abstract: An elective healthcare insurance model using an individual's own peripheral blood stem cells for the individual's future healthcare uses. An individual can elect to have his or her own stem cells collected, processed and preserved, while he or she is in healthy or “pre-disease” state, for future distribution for his or her healthcare needs. The process includes methods of collection, processing, preservation and distribution of adult (including pediatric) peripheral blood stem cells during non-diseased state. The stem cells collected will contain adequate dosage amounts, for one or more transplantations immediately when needed by the individual for future healthcare treatments. The collected adult or non-neonate child peripheral blood stem cells can be aliquoted into defined dosage fractions before cryopreservation so that cells can be withdrawn from storage without the necessity of thawing all of the collected cells.