Adam Roberts

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Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Jesse H. EngelGoogle DeepMindVerified email at google.com
Lior PachterBren Professor of Computational Biology, CaltechVerified email at caltech.edu
Douglas EckGoogle Research, Brain TeamVerified email at google.com
Cole TrapnellAssociate Professor, Dept. of Genome Sciences, University of WashingtonVerified email at uw.edu
Curtis HawthorneAdeptVerified email at adept.ai
Harold PimentelAssistant Professor, UCLAVerified email at ucla.edu
Ian SimonGoogle BrainVerified email at cs.washington.edu
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Daehwan KimUniversity of Texas Southwestern Medical CenterVerified email at UTSouthwestern.edu
Geo PerteaData/Software Engineer, Lieber Institute for Brain DevelopmentVerified email at jhu.edu
Loyal A. GoffJohns Hopkins Institute of Genetic MedicineVerified email at jhmi.edu
Cinjon ResnickPhD Student, NYUVerified email at nyu.edu
Sander DielemanResearch Scientist, DeepMindVerified email at google.com
Cheng-Zhi Anna HuangGoogle Brain & MilaVerified email at google.com
Leonard McMillanAssociate Professor of Computer Science, University of North CarolinaVerified email at cs.unc.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAVerified email at cs.ucla.edu
Sageev OoreVector Institute (Research Faculty Member), Dalhousie University (Associate Professor)Verified email at dal.ca
Fernando Pardo-Manuel de VillenaProfessor and Chair, Department of Genetics, University of North Carolina Chapel HillVerified email at med.unc.edu
Colin DeweyProfessor of Biostatistics and Medical Informatics, University of Wisconsin-MadisonVerified email at biostat.wisc.edu

Adam Roberts

Google Brain

Verified email at google.com - Homepage

Machine Learning Music Generation Computer Science Computational Biology


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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	12431	2012
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	11475	2019
Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... arXiv preprint arXiv:2204.02311, 2022	2083	2022
Improving RNA-Seq expression estimates by correcting for fragment bias A Roberts, C Trapnell, J Donaghey, JL Rinn, L Pachter Genome biology 12 (3), 1-14, 2011	1410	2011
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	1343	2020
Identification of novel transcripts in annotated genomes using RNA-Seq A Roberts, H Pimentel, C Trapnell, L Pachter Bioinformatics 27 (17), 2325-2329, 2011	1148	2011
Streaming fragment assignment for real-time analysis of sequencing experiments A Roberts, L Pachter Nature Methods, 2012	1037	2012
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	873	2021
Scaling instruction-finetuned language models HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ... arXiv preprint arXiv:2210.11416, 2022	772	2022
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	746	2022
Bloom: A 176b-parameter open-access multilingual language model BS Workshop, TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, ... arXiv preprint arXiv:2211.05100, 2022	706	2022
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	643	2017
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	584	2020
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	485	2018
Gansynth: Adversarial neural audio synthesis J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts arXiv preprint arXiv:1902.08710, 2019	460	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	411	2018
Fast statistical alignment RK Bradley, A Roberts, M Smoot, S Juvekar, J Do, C Dewey, I Holmes, ... PLoS computational biology 5 (5), e1000392, 2009	394	2009
DDSP: Differentiable digital signal processing J Engel, L Hantrakul, C Gu, A Roberts arXiv preprint arXiv:2001.04643, 2020	375	2020
Onsets and frames: Dual-objective piano transcription C Hawthorne, E Elsen, J Song, A Roberts, I Simon, C Raffel, J Engel, ... arXiv preprint arXiv:1710.11153, 2017	299	2017
The polymorphism architecture of mouse genetic resources elucidated using genome-wide resequencing data: implications for QTL discovery and systems genetics A Roberts, F Pardo-Manuel de Villena, W Wang, L McMillan, ... Mammalian Genome 18, 473-481, 2007	261	2007

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