Adam Roberts

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Citations	28985	21784
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Colin RaffelUNC Chapel Hill and Hugging FaceVerified email at cs.unc.edu
Lior PachterBren Professor of Computational Biology, CaltechVerified email at caltech.edu
Jesse H. EngelGoogle BrainVerified email at google.com
Douglas EckGoogle Research, Brain TeamVerified email at google.com
Cole TrapnellAssistant Professor, University of WashingtonVerified email at uw.edu
Curtis HawthorneAdeptVerified email at adept.ai
Harold PimentelAssistant Professor, UCLAVerified email at ucla.edu
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Daehwan KimMichael L. Rosenberg Assistant Professor of Bioinformatics at the University of Texas SouthwesternVerified 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
Ian SimonGoogle BrainVerified email at cs.washington.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	11846	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	6758	2019
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	1303	2011
Identification of novel transcripts in annotated genomes using RNA-Seq A Roberts, H Pimentel, C Trapnell, L Pachter Bioinformatics 27 (17), 2325-2329, 2011	1110	2011
Streaming fragment assignment for real-time analysis of sequencing experiments A Roberts, L Pachter Nature Methods, 2012	974	2012
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	777	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	546	2017
Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... arXiv preprint arXiv:2204.02311, 2022	524	2022
Extracting Training Data from Large Language Models. N Carlini, F Tramer, E Wallace, M Jagielski, A Herbert-Voss, K Lee, ... USENIX Security Symposium 6, 2021	494	2021
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	416	2018
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	394	2020
Fast statistical alignment RK Bradley, A Roberts, M Smoot, S Juvekar, J Do, C Dewey, I Holmes, ... PLoS computational biology 5 (5), e1000392, 2009	388	2009
Gansynth: Adversarial neural audio synthesis J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts arXiv preprint arXiv:1902.08710, 2019	381	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	326	2018
DDSP: Differentiable digital signal processing J Engel, L Hantrakul, C Gu, A Roberts arXiv preprint arXiv:2001.04643, 2020	272	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	256	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	248	2007
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	229	2022
Counterpoint by convolution CZA Huang, T Cooijmans, A Roberts, A Courville, D Eck arXiv preprint arXiv:1903.07227, 2019	153	2019
Genome methylation in D. melanogaster is found at specific short motifs and is independent of DNMT2 activity S Takayama, J Dhahbi, A Roberts, G Mao, SJ Heo, L Pachter, DIK Martin, ... Genome research 24 (5), 821-830, 2014	142	2014

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