查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Machine Learning - Art ificial Intelligence is the subject of a report.According to news reporting ori ginating in London, United Kingdom, by NewsRx journalists, researchstated, “Med ical imaging research is often limited by data scarcity and availability. Govern ance, privacyconcerns and the cost of acquisition all restrict access to medica l imaging data, which, compounded bythe data-hungry nature of deep learning alg orithms, limits progress in the field of healthcare AI.”
查看更多>>摘要：Patent number 12045703 is assigned to Dstillery Inc. (New York, New York, United States).The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “Some embodiments described herein relate to uns upervised machine learning techniquesthat enable improvements in identifying ta rget audiences and techniques for reducing the sparseness ofdata sets to enable otherwise unfeasible, unsupervised machine learning.
查看更多>>摘要：The assignee for this patent, patent number 12042241, is Moon Surgical SAS (Pari s, France).Reporters obtained the following quote from the background information supplied by the inventors:“Managing vision and access during a laparoscopic procedure is a challenge. The surgical assistant paradigmis inherently imperfect, as the as sistant is being asked to anticipate and see with the surgeon’s eyes, withoutst anding where the surgeon stands, and similarly to anticipate and adjust how the surgeon wants the tissueof interest exposed, throughout the procedure. For exam ple, during a laparoscopic procedure, one assistantmay be required to hold a re tractor device to expose tissue for the surgeon, while another assistant may be required to hold a laparoscope device to provide a field of view of the surgical space within the patient tothe surgeon during the procedure, either one of whi ch may be required to hold the respective tools in animpractical position, e.g. , from between the arms of the surgeon while the surgeon is actively operatinga dditional surgical instruments.
查看更多>>摘要：No assignee for this patent application has been made.Reporters obtained the following quote from the background information supplied by the inventors: ““Field of the Disclosure“The disclosure relates generally to robotics, and, more particularly, to an app aratus, system, andmethod of providing a stabilizing drive system for a robotic vehicle.
查看更多>>摘要：The assignee for this patent, patent number 12046011, is DocuSign Inc. (San Fran cisco, California,United States).Reporters obtained the following quote from the background information supplied by the inventors:“This disclosure relates generally to electronic documents and more specifically to recognizing and labelingindividual documents within a com bined file containing multiple documents.
查看更多>>摘要：The assignee for this patent, patent number 12047716, is I-Pro Co. Ltd. (Tokyo, Japan).Reporters obtained the following quote from the background information supplied by the inventors:“1. Technical Field“The present invention relates to a monitoring camera and a camera parameter det ermining method,and a storage medium, for determining a camera parameter of the monitoring camera.“2. Background Art”In addition to obtaining background information on this patent, NewsRx editors a lso obtained theinventors’ summary information for this patent: “An area imaged by the monitoring camera (hereinafter,referred to as an “imaging area”) is oft en a place where an operator (for example, an owner of a store) ofthe monitorin g camera pays attention in order to monitor the place, such as a place near an a utomaticdoor where many persons enter and exit. However, for example, even when an entire image obtained bycapturing an image of the imaging area is bright du ring daytime, a face of a person appearing in the imagemay be dark due to back light of sunlight, which may deteriorate monitoring accuracy.
查看更多>>摘要：This patent was filed on October 4, 2021 and was published online on July 23, 20 24.From the background information supplied by the inventors, news correspondents o btained the followingquote: “The approaches described in this section are appro aches that could be pursued, but not necessarilyapproaches that have been previ ously conceived or pursued. Therefore, unless otherwise indicated, it shouldnot be assumed that any of the approaches described in this section qualify as prio r art merely by virtueof their inclusion in this section:“Manufacturing and process engineers are increasingly managing and reviewing unp recedented amountsof operational data. For example, machines and sensors in ind ustries, such as oil and gas industry, metalsand mining industry, and semicondu ctor industry, produce terabytes of operational data over time fromacross the e nterprise. There are numerous challenges that arise in managing and reviewing la rge volumesof data. These challenges range from delivering and presenting data at the frontend to processing andstorage limitations at the backend. One approa ch to processing operational data is to create a snapshot ofthe performance of a machine or industrial process at different points in time, each snapshot repre sentinga different portion of the operation data. Then the snapshots can be com pared directly with each other.However, such an approach requires a significant amount of storage and, more importantly, is unable toaccurately capture featur es (such as slope, highs, and lows) of different snapshots, particularly if twosnapshots are not perfectly aligned.
查看更多>>摘要：No assignee for this patent application has been made.Reporters obtained the following quote from the background information supplied by the inventors:“This disclosure generally relates to training specialized mac hine learning models, and more specifically,to machine learning models that can make recommendations
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – According to news reporting based on a preprint abstract, our journalists obtained thefollowing quote sourced from os f.io:“Optical neural networks (ONNs), or optical neuromorphic hardware accelerators, have the potentialto dramatically enhance the computing power and energy effici ency of mainstream electronic processors,due to their ultra-large bandwidths of up to 10’s of terahertz together with their analog architecture that avoids the need for reading and writing data back-and-forth. Different multiplexing techni ques have beendemonstrated to demonstrate ONNs, amongst which wavelength-divisi on multiplexing (WDM) techniquesmake sufficient use of the unique advantages of optics in terms of broad bandwidths. Here, we reviewrecent advances in WDM-bas ed ONNs, focusing on methods that use integrated microcombs to implementONNs.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – According to news reporting based on a preprint abstract, our journalists obtained thefollowing quote sourced from bi orxiv.org:“Computational approaches leveraging computer vision and machine learning have t ransformed thequantification of animal behavior from video.“However, existing methods often rely on task-specific features or models, which struggle to generalizeacross diverse datasets and tasks. Recent advances in ma chine learning, particularly the emergence ofvision foundation models, i.e., la rge-scale models pre-trained on massive, diverse visual repositories, offersa w ay to tackle these challenges. Here, we investigate the potential of frozen vide o foundation modelsacross a range of behavior analysis tasks, including classif ication, retrieval, and localization. We use asingle, frozen model to extract g eneral-purpose representations from video data, and perform extensiveevaluation s on diverse open-sourced animal behavior datasets.
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