Zobrazeno 1 - 10
of 929
pro vyhledávání: '"Rakotoarison, A."'
Autor:
Mallik, Neeratyoy, Janowski, Maciej, Hog, Johannes, Rakotoarison, Herilalaina, Klein, Aaron, Grabocka, Josif, Hutter, Frank
Scaling model sizes to scale performance has worked remarkably well for the current large language models paradigm. The research and empirical findings of various scaling studies led to novel scaling results and laws that guides subsequent research.
Externí odkaz:
http://arxiv.org/abs/2411.07340
Autor:
Rakotoarison, Herilalaina, Adriaensen, Steven, Mallik, Neeratyoy, Garibov, Samir, Bergman, Edward, Hutter, Frank
With the increasing computational costs associated with deep learning, automated hyperparameter optimization methods, strongly relying on black-box Bayesian optimization (BO), face limitations. Freeze-thaw BO offers a promising grey-box alternative,
Externí odkaz:
http://arxiv.org/abs/2404.16795
Autor:
Vyas, Apoorv, Shi, Bowen, Le, Matthew, Tjandra, Andros, Wu, Yi-Chiao, Guo, Baishan, Zhang, Jiemin, Zhang, Xinyue, Adkins, Robert, Ngan, William, Wang, Jeff, Cruz, Ivan, Akula, Bapi, Akinyemi, Akinniyi, Ellis, Brian, Moritz, Rashel, Yungster, Yael, Rakotoarison, Alice, Tan, Liang, Summers, Chris, Wood, Carleigh, Lane, Joshua, Williamson, Mary, Hsu, Wei-Ning
Audio is an essential part of our life, but creating it often requires expertise and is time-consuming. Research communities have made great progress over the past year advancing the performance of large scale audio generative models for a single mod
Externí odkaz:
http://arxiv.org/abs/2312.15821
Autor:
Communication, Seamless, Barrault, Loïc, Chung, Yu-An, Meglioli, Mariano Coria, Dale, David, Dong, Ning, Duppenthaler, Mark, Duquenne, Paul-Ambroise, Ellis, Brian, Elsahar, Hady, Haaheim, Justin, Hoffman, John, Hwang, Min-Jae, Inaguma, Hirofumi, Klaiber, Christopher, Kulikov, Ilia, Li, Pengwei, Licht, Daniel, Maillard, Jean, Mavlyutov, Ruslan, Rakotoarison, Alice, Sadagopan, Kaushik Ram, Ramakrishnan, Abinesh, Tran, Tuan, Wenzek, Guillaume, Yang, Yilin, Ye, Ethan, Evtimov, Ivan, Fernandez, Pierre, Gao, Cynthia, Hansanti, Prangthip, Kalbassi, Elahe, Kallet, Amanda, Kozhevnikov, Artyom, Gonzalez, Gabriel Mejia, Roman, Robin San, Touret, Christophe, Wong, Corinne, Wood, Carleigh, Yu, Bokai, Andrews, Pierre, Balioglu, Can, Chen, Peng-Jen, Costa-jussà, Marta R., Elbayad, Maha, Gong, Hongyu, Guzmán, Francisco, Heffernan, Kevin, Jain, Somya, Kao, Justine, Lee, Ann, Ma, Xutai, Mourachko, Alex, Peloquin, Benjamin, Pino, Juan, Popuri, Sravya, Ropers, Christophe, Saleem, Safiyyah, Schwenk, Holger, Sun, Anna, Tomasello, Paden, Wang, Changhan, Wang, Jeff, Wang, Skyler, Williamson, Mary
Large-scale automatic speech translation systems today lack key features that help machine-mediated communication feel seamless when compared to human-to-human dialogue. In this work, we introduce a family of models that enable end-to-end expressive
Externí odkaz:
http://arxiv.org/abs/2312.05187
Learning curve extrapolation aims to predict model performance in later epochs of training, based on the performance in earlier epochs. In this work, we argue that, while the inherent uncertainty in the extrapolation of learning curves warrants a Bay
Externí odkaz:
http://arxiv.org/abs/2310.20447
Autor:
Miguel Vences, Jörn Köhler, Carl R. Hutter, Michaela Preick, Alice Petzold, Andolalao Rakotoarison, Fanomezana M. Ratsoavina, Frank Glaw, Mark D. Scherz
Publikováno v:
Vertebrate Zoology, Vol 74, Iss , Pp 643-681 (2024)
Abstract The Malagasy stream-breeding treefrog species Boophis marojezensis contains bioacoustically and genetically highly divergent populations. Some of these populations have been defined as candidate species and emit somewhat bizarre advertisemen
Externí odkaz:
https://doaj.org/article/5dd958e8f33f4621947f89ee91f5d33c
Autor:
Communication, Seamless, Barrault, Loïc, Chung, Yu-An, Meglioli, Mariano Cora, Dale, David, Dong, Ning, Duquenne, Paul-Ambroise, Elsahar, Hady, Gong, Hongyu, Heffernan, Kevin, Hoffman, John, Klaiber, Christopher, Li, Pengwei, Licht, Daniel, Maillard, Jean, Rakotoarison, Alice, Sadagopan, Kaushik Ram, Wenzek, Guillaume, Ye, Ethan, Akula, Bapi, Chen, Peng-Jen, Hachem, Naji El, Ellis, Brian, Gonzalez, Gabriel Mejia, Haaheim, Justin, Hansanti, Prangthip, Howes, Russ, Huang, Bernie, Hwang, Min-Jae, Inaguma, Hirofumi, Jain, Somya, Kalbassi, Elahe, Kallet, Amanda, Kulikov, Ilia, Lam, Janice, Li, Daniel, Ma, Xutai, Mavlyutov, Ruslan, Peloquin, Benjamin, Ramadan, Mohamed, Ramakrishnan, Abinesh, Sun, Anna, Tran, Kevin, Tran, Tuan, Tufanov, Igor, Vogeti, Vish, Wood, Carleigh, Yang, Yilin, Yu, Bokai, Andrews, Pierre, Balioglu, Can, Costa-jussà, Marta R., Celebi, Onur, Elbayad, Maha, Gao, Cynthia, Guzmán, Francisco, Kao, Justine, Lee, Ann, Mourachko, Alexandre, Pino, Juan, Popuri, Sravya, Ropers, Christophe, Saleem, Safiyyah, Schwenk, Holger, Tomasello, Paden, Wang, Changhan, Wang, Jeff, Wang, Skyler
What does it take to create the Babel Fish, a tool that can help individuals translate speech between any two languages? While recent breakthroughs in text-based models have pushed machine translation coverage beyond 200 languages, unified speech-to-
Externí odkaz:
http://arxiv.org/abs/2308.11596
Autor:
Rakotoarison, Agata1 (AUTHOR) agata.remiorz@gmail.com, Kepinska, Marta2 (AUTHOR) marta.kepinska@umw.edu.pl, Konieczny, Andrzej1 (AUTHOR), Władyczak, Karolina3 (AUTHOR) karolina.wladyczak@gmail.com, Janczak, Dariusz4 (AUTHOR) dariusz.janczak@umw.edu.pl, Hałoń, Agnieszka3 (AUTHOR) agnieszka.halon@umw.edu.pl, Donizy, Piotr3 (AUTHOR) piotr.donizy@umw.edu.pl, Banasik, Mirosław1 (AUTHOR) agata.remiorz@gmail.com
Publikováno v:
Journal of Clinical Medicine. Oct2024, Vol. 13 Issue 20, p6056. 15p.
Autor:
Brooke M. Talbot, Julie A. Clennon, Miarintsoa Fara Nantenaina Rakotoarison, Lydia Rautman, Sarah Durry, Leo J. Ragazzo, Patricia C. Wright, Thomas R. Gillespie, Timothy D. Read
Publikováno v:
PeerJ, Vol 12, p e17805 (2024)
Background Tracking the spread of antibiotic resistant bacteria is critical to reduce global morbidity and mortality associated with human and animal infections. There is a need to understand the role that wild animals in maintenance and transfer of
Externí odkaz:
https://doaj.org/article/2ee8d7a49ab84519aa90e8860e69a0e6
Autor:
Marshall W. Lightowlers, Diana Edithe Andria Mananjara, Mihajamanana Rakotoarinoro, Valisoa C. Rakotoarison, Modestine Raliniaina, Harentsoaniaina Rasamoelina-Andriamanivo, Charles G. Gauci, Abdul Jabbar, Kabemba E. Mwape, Meritxell Donadeu, Noromanana Sylvia Ramiandrasoa, Jose Alphonse Nely
Publikováno v:
Parasitology, Vol 150, Pp 894-900 (2023)
Four methods were compared for the diagnosis of human taeniasis caused by Taenia solium. Fecal samples from persons living in a T. solium endemic region of Madagascar were examined for taeniid eggs by the Kato–Katz method. Subsequently, samples pos
Externí odkaz:
https://doaj.org/article/d1bc9c76b4f24b16bd1b385638ed2f96