Zobrazeno 1 - 10
of 1 047
pro vyhledávání: '"Lunga, A."'
Autor:
Lunga, Langalibalele, Sreehari, Suhas
Machine learning models are prone to adversarial attacks, where inputs can be manipulated in order to cause misclassifications. While previous research has focused on techniques like Generative Adversarial Networks (GANs), there's limited exploration
Externí odkaz:
http://arxiv.org/abs/2411.03348
Autor:
Dias, Philipe, Tsaris, Aristeidis, Bowman, Jordan, Potnis, Abhishek, Arndt, Jacob, Yang, H. Lexie, Lunga, Dalton
Publikováno v:
The 32nd ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL 24), October 29-November 1, 2024, Atlanta, GA, USA. ACM, New York, NY, USA, 4 pages
While the pretraining of Foundation Models (FMs) for remote sensing (RS) imagery is on the rise, models remain restricted to a few hundred million parameters. Scaling models to billions of parameters has been shown to yield unprecedented benefits inc
Externí odkaz:
http://arxiv.org/abs/2410.19965
High-throughput phenotyping refers to the non-destructive and efficient evaluation of plant phenotypes. In recent years, it has been coupled with machine learning in order to improve the process of phenotyping plants by increasing efficiency in handl
Externí odkaz:
http://arxiv.org/abs/2407.06354
Autor:
Tsaris, Aristeidis, Dias, Philipe Ambrozio, Potnis, Abhishek, Yin, Junqi, Wang, Feiyi, Lunga, Dalton
As AI workloads increase in scope, generalization capability becomes challenging for small task-specific models and their demand for large amounts of labeled training samples increases. On the contrary, Foundation Models (FMs) are trained with intern
Externí odkaz:
http://arxiv.org/abs/2404.11706
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-22 (2024)
Abstract Antimicrobial resistance poses a significant threat to public health, particularly in cholera treatment. The emergence of antibiotic resistance, coupled with the sharp decline in pharmaceutical companies developing new cholera antibiotics, i
Externí odkaz:
https://doaj.org/article/06aa548da68243e0ab6ce71fa3f2f27f
Autor:
Song, Shuaiwen Leon, Kruft, Bonnie, Zhang, Minjia, Li, Conglong, Chen, Shiyang, Zhang, Chengming, Tanaka, Masahiro, Wu, Xiaoxia, Rasley, Jeff, Awan, Ammar Ahmad, Holmes, Connor, Cai, Martin, Ghanem, Adam, Zhou, Zhongzhu, He, Yuxiong, Luferenko, Pete, Kumar, Divya, Weyn, Jonathan, Zhang, Ruixiong, Klocek, Sylwester, Vragov, Volodymyr, AlQuraishi, Mohammed, Ahdritz, Gustaf, Floristean, Christina, Negri, Cristina, Kotamarthi, Rao, Vishwanath, Venkatram, Ramanathan, Arvind, Foreman, Sam, Hippe, Kyle, Arcomano, Troy, Maulik, Romit, Zvyagin, Maxim, Brace, Alexander, Zhang, Bin, Bohorquez, Cindy Orozco, Clyde, Austin, Kale, Bharat, Perez-Rivera, Danilo, Ma, Heng, Mann, Carla M., Irvin, Michael, Pauloski, J. Gregory, Ward, Logan, Hayot, Valerie, Emani, Murali, Xie, Zhen, Lin, Diangen, Shukla, Maulik, Foster, Ian, Davis, James J., Papka, Michael E., Brettin, Thomas, Balaprakash, Prasanna, Tourassi, Gina, Gounley, John, Hanson, Heidi, Potok, Thomas E, Pasini, Massimiliano Lupo, Evans, Kate, Lu, Dan, Lunga, Dalton, Yin, Junqi, Dash, Sajal, Wang, Feiyi, Shankar, Mallikarjun, Lyngaas, Isaac, Wang, Xiao, Cong, Guojing, Zhang, Pei, Fan, Ming, Liu, Siyan, Hoisie, Adolfy, Yoo, Shinjae, Ren, Yihui, Tang, William, Felker, Kyle, Svyatkovskiy, Alexey, Liu, Hang, Aji, Ashwin, Dalton, Angela, Schulte, Michael, Schulz, Karl, Deng, Yuntian, Nie, Weili, Romero, Josh, Dallago, Christian, Vahdat, Arash, Xiao, Chaowei, Gibbs, Thomas, Anandkumar, Anima, Stevens, Rick
In the upcoming decade, deep learning may revolutionize the natural sciences, enhancing our capacity to model and predict natural occurrences. This could herald a new era of scientific exploration, bringing significant advancements across sectors fro
Externí odkaz:
http://arxiv.org/abs/2310.04610
Publikováno v:
Translational Research in Anatomy, Vol 37, Iss , Pp 100334- (2024)
Introduction: Identifiable superficial external landmarks can be used to determine the exact location of the internally located dural venous sinuses, for neurosurgical procedures. Several studies have been conducted to determine a standard method or
Externí odkaz:
https://doaj.org/article/a365f99a703444478d078f4891075086
Autor:
Evariste Josué Momo, François Nguimatsia, Laure Ateufouet Ngouango, Paul Keilah Lunga, Boniface Pone Kamdem, Pierre Michel Jazet Dongmo
Publikováno v:
Future Pharmacology, Vol 4, Iss 3, Pp 449-465 (2024)
Plants from the Myrtaceae family are known to contain considerable quantities of volatile compounds, ranging from oxygenated monoterpenes to hydrogenated sesquiterpenes, and others, which exhibit antimicrobial activity. One such plant includes Syzygi
Externí odkaz:
https://doaj.org/article/6ec2173f720a4ce0b114722d844ab0f6
Autor:
Lunga, Dalton, Hu, Yingjie, Newsam, Shawn, Gao, Song, Martins, Bruno, Yang, Lexie, Deng, Xueqing
Geospatial Artificial Intelligence (GeoAI) is an interdisciplinary field enjoying tremendous adoption. However, the efficient design and implementation of GeoAI systems face many open challenges. This is mainly due to the lack of non-standardized app
Externí odkaz:
http://arxiv.org/abs/2210.13207
Autor:
Pateka Jama, Prosper Lunga
Publikováno v:
African Journal of Teacher Education, Vol 13, Iss 2 (2024)
Teachers in South African schools have the mandate to work together with parents to implement the inclusive education policy. However, schools and families continue to work as separate entities, and this negatively affects the support provided to lea
Externí odkaz:
https://doaj.org/article/bc12d151019b4b31a946144bf5198da6