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pro vyhledávání: '"Hackel P"'
Quadratic approximations form a fundamental building block of machine learning methods. E.g., second-order optimizers try to find the Newton step into the minimum of a local quadratic proxy to the objective function; and the second-order approximatio
Externí odkaz:
http://arxiv.org/abs/2410.14325
Autor:
Clasen, Kai Norman, Hackel, Leonard, Burgert, Tom, Sumbul, Gencer, Demir, Begüm, Markl, Volker
This paper presents refined BigEarthNet (reBEN) that is a large-scale, multi-modal remote sensing dataset constructed to support deep learning (DL) studies for remote sensing image analysis. The reBEN dataset consists of 549,488 pairs of Sentinel-1 a
Externí odkaz:
http://arxiv.org/abs/2407.03653
Visual question answering (VQA) methods in remote sensing (RS) aim to answer natural language questions with respect to an RS image. Most of the existing methods require a large amount of computational resources, which limits their application in ope
Externí odkaz:
http://arxiv.org/abs/2306.00758
Autor:
Shahul Hameed P, Harish Kotakonda, Sreevalli Sharma, Radha Nandishaiah, Nainesh Katagihallimath, Ranga Rao, Claire Sadler, Ian Slater, Michael Morton, Abhijeeth Chandrasekaran, Ed Griffen, Dhanashree Pillai, Sambasiva Reddy, Nagakumar Bharatham, Suryanarayanan Venkatesan, Venugopal Jonnalagadda, Ramesh Jayaraman, Mahesh Nanjundappa, Maitrayee Sharma, Savitha Raveendran, Sreenath Rajagopal, Harikrishna Tumma, Amy Watters, Holly Becker, Jill Lindley, Robert Flamm, Michael Huband, Dan Sahm, Meredith Hackel, Tarun Mathur, Ruwanthi Kolamunnage-Dona, Jennifer Unsworth, Laura Mcentee, Nikki Farrington, Dhanasekaran Manickam, Narayana Chandrashekara, Sivakandan Jayachandiran, Hrushikesava Reddy, Sathya Shanker, Vijay Richard, Teby Thomas, Savitha Nagaraj, Santanu Datta, Vasan Sambandamurthy, Vasanthi Ramachandran, Robert Clay, John Tomayko, Shampa Das, Balasubramanian V
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-20 (2024)
Abstract The global crisis of antimicrobial resistance (AMR) necessitates the development of broad-spectrum antibacterial drugs effective against multi-drug resistant (MDR) pathogens. BWC0977, a Novel Bacterial Topoisomerase Inhibitor (NBTI) selectiv
Externí odkaz:
https://doaj.org/article/225808750cc14951b6c238bab08ada77
Publikováno v:
Radiology Case Reports, Vol 19, Iss 9, Pp 3748-3751 (2024)
Calcific tendinitis, classified as enthesopathy, is a self-limiting disease that rarely involves the tendons of the gluteus maximus. We discuss a 52-year-old woman with a 1-year history of localized, reproducible posterolateral pain of her left hip,
Externí odkaz:
https://doaj.org/article/b78ba92da0d64d52b7bcddab7791754e
Autor:
Breitkopf, Tom-Lukas, Hackel, Leonard W., Ravanbakhsh, Mahdyar, Cooke, Anne-Karin, Willkommen, Sandra, Broda, Stefan, Demir, Begüm
Subsurface tile drainage pipes provide agronomic, economic and environmental benefits. By lowering the water table of wet soils, they improve the aeration of plant roots and ultimately increase the productivity of farmland. They do however also provi
Externí odkaz:
http://arxiv.org/abs/2210.02071
Publikováno v:
SoftwareX, Vol 26, Iss , Pp 101731- (2024)
ConfigILM is an open-source Python library for rapid iterative development of image-language models for visual question answering in PyTorch. It provides a convenient implementation for seamlessly combining image and language models from two popular
Externí odkaz:
https://doaj.org/article/b331d46c8b80461e845b76125c5673f8
Autor:
Goodwin G. Jinesh, Marian T. Smallin, Nino Mtchedlidze, Isha Godwin, Marco Napoli, Nicole Hackel, Manali S. Phadke, Avani A. Deshpande, Xiaobo Li, John H. Lockhart, Jaden R. Baldwin, Suehelay Acevedo-Acevedo, Yifeng Gao, Michelle A. Reiser, Keiran S.M. Smalley, Elsa R. Flores, Andrew S. Brohl
Publikováno v:
Genes and Diseases, Vol 11, Iss 1, Pp 60-63 (2024)
Externí odkaz:
https://doaj.org/article/624c4cc1c1cb42cfb037970ea5e0a8af
Autor:
Mark G. Wise, James A. Karlowsky, Meredith A. Hackel, Mohamed Amine Harti, Bontle M.E. Ntshole, Eva Njeri Njagua, Rita Oladele, Catherine Samuel, Shameema Khan, Jeannette Wadula, Warren Lowman, Busisani W. Lembede, Daniel F. Sahm
Publikováno v:
Journal of Global Antimicrobial Resistance, Vol 35, Iss , Pp 93-100 (2023)
ABSTRACT: Objectives: To report the in vitro susceptibility of Enterobacterales (n = 3905) and Pseudomonas aeruginosa (n = 1,109) isolates, collected from patients in sub-Saharan Africa (four countries) in 2017–2021, to a panel of 10 antimicrobial
Externí odkaz:
https://doaj.org/article/184aa4cc2f9b43c984ce1f17658caf3d
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