Adam Roberts

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Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceDirección de correo verificada de cs.toronto.edu
Jesse H. EngelGoogle DeepMindDirección de correo verificada de google.com
Lior PachterBren Professor of Computational Biology, CaltechDirección de correo verificada de caltech.edu
Noam ShazeerCharacter.aiDirección de correo verificada de character.ai
Douglas EckGoogle Research, Brain TeamDirección de correo verificada de google.com
Cole TrapnellAssociate Professor, Dept. of Genome Sciences, University of WashingtonDirección de correo verificada de uw.edu
Curtis HawthorneAdeptDirección de correo verificada de adept.ai
Harold PimentelAssistant Professor, UCLADirección de correo verificada de ucla.edu
Ian SimonGoogle BrainDirección de correo verificada de cs.washington.edu
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityDirección de correo verificada de jhu.edu
Daehwan KimUniversity of Texas Southwestern Medical CenterDirección de correo verificada de UTSouthwestern.edu
Geo PerteaData/Software Engineer, Lieber Institute for Brain DevelopmentDirección de correo verificada de jhu.edu
Loyal A. GoffJohns Hopkins Institute of Genetic MedicineDirección de correo verificada de jhmi.edu
Cheng-Zhi Anna HuangMIT Music and Theater Arts (MTA) and Electrical Engineering and Computer Science (EECS)Dirección de correo verificada de mit.edu
Cinjon ResnickPhD Student, NYUDirección de correo verificada de nyu.edu
Sander DielemanResearch Scientist, DeepMindDirección de correo verificada de google.com
Sageev OoreAssociate Professor,Dalhousie University; Faculty Affiliate, Vector InstituteDirección de correo verificada de dal.ca
Leonard McMillanAssociate Professor of Computer Science, University of North CarolinaDirección de correo verificada de cs.unc.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLADirección de correo verificada de cs.ucla.edu
Fernando Pardo-Manuel de VillenaProfessor and Chair, Department of Genetics, University of North Carolina Chapel HillDirección de correo verificada de med.unc.edu

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Adam Roberts

Google DeepMind

Dirección de correo verificada de google.com - Página principal

Machine Learning Music Generation Computer Science Computational Biology


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Exploring the limits of transfer learning with a unified text-to-text transformer C Raffel, N Shazeer, A Roberts, K Lee, S Narang, M Matena, Y Zhou, ... arXiv preprint arXiv:1910.10683, 2019	19768	2019
Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks C Trapnell, A Roberts, L Goff, G Pertea, D Kim, DR Kelley, H Pimentel, ... Nature Protocols 7 (3), 562-578, 2012	13196	2012
Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... Journal of Machine Learning Research 24 (240), 1-113, 2023	5088	2023
Scaling instruction-finetuned language models HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ... Journal of Machine Learning Research 25 (70), 1-53, 2024	2899	2024
mT5: A massively multilingual pre-trained text-to-text transformer L Xue, N Constant, A Roberts*, M Kale, R Al-Rfou, A Siddhant, A Barua, ... arXiv preprint arXiv:2010.11934, 2020	2353	2020
Extracting training data from large language models N Carlini, F Tramer, E Wallace, M Jagielski, A Herbert-Voss, K Lee, ... 30th USENIX Security Symposium (USENIX Security 21), 2633-2650, 2021	1779	2021
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...	1611	2023
Improving RNA-Seq expression estimates by correcting for fragment bias A Roberts, C Trapnell, J Donaghey, JL Rinn, L Pachter Genome biology 12, 1-14, 2011	1611	2011
Lamda: Language models for dialog applications R Thoppilan, D De Freitas, J Hall, N Shazeer, A Kulshreshtha, HT Cheng, ... arXiv preprint arXiv:2201.08239, 2022	1546	2022
Identification of novel transcripts in annotated genomes using RNA-Seq A Roberts, H Pimentel, C Trapnell, L Pachter Bioinformatics 27 (17), 2325-2329, 2011	1234	2011
Streaming fragment assignment for real-time analysis of sequencing experiments A Roberts, L Pachter Nature Methods, 2012	1109	2012
How much knowledge can you pack into the parameters of a language model? A Roberts, C Raffel, N Shazeer arXiv preprint arXiv:2002.08910, 2020	865	2020
Neural audio synthesis of musical notes with wavenet autoencoders J Engel, C Resnick, A Roberts, S Dieleman, M Norouzi, D Eck, ... International Conference on Machine Learning, 1068-1077, 2017	772	2017
Gemma: Open models based on gemini research and technology G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ... arXiv preprint arXiv:2403.08295, 2024	707	2024
A hierarchical latent vector model for learning long-term structure in music A Roberts, J Engel, C Raffel, C Hawthorne, D Eck International conference on machine learning, 4364-4373, 2018	631	2018
Crosslingual generalization through multitask finetuning N Muennighoff, T Wang, L Sutawika, A Roberts, S Biderman, TL Scao, ... arXiv preprint arXiv:2211.01786, 2022	614	2022
The flan collection: Designing data and methods for effective instruction tuning S Longpre, L Hou, T Vu, A Webson, HW Chung, Y Tay, D Zhou, QV Le, ... International Conference on Machine Learning, 22631-22648, 2023	601	2023
Gansynth: Adversarial neural audio synthesis J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts arXiv preprint arXiv:1902.08710, 2019	562	2019
Enabling factorized piano music modeling and generation with the MAESTRO dataset C Hawthorne, A Stasyuk, A Roberts, I Simon, CZA Huang, S Dieleman, ... arXiv preprint arXiv:1810.12247, 2018	558	2018
Musiclm: Generating music from text A Agostinelli, TI Denk, Z Borsos, J Engel, M Verzetti, A Caillon, Q Huang, ... arXiv preprint arXiv:2301.11325, 2023	532	2023

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