Adam Roberts

Cited by

	All	Since 2018
Citations	31955	24742
h-index	36	36
i10-index	56	55

8000

4000

2000

6000

2011201220132014201520162017201820192020202120222023105 300 612 952 1324 1743 1932 2251 2435 3135 4886 7300 4674

Public access

View all

10 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Colin RaffelUNC Chapel Hill and Hugging FaceVerified email at cs.unc.edu
Jesse H. EngelGoogle BrainVerified 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 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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	12023	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	7989	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	1336	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	1123	2011
Streaming fragment assignment for real-time analysis of sequencing experiments A Roberts, L Pachter Nature Methods, 2012	986	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	928	2020
Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... arXiv preprint arXiv:2204.02311, 2022	896	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	585	2021
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	567	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	447	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	433	2018
Gansynth: Adversarial neural audio synthesis J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts arXiv preprint arXiv:1902.08710, 2019	402	2019
Fast statistical alignment RK Bradley, A Roberts, M Smoot, S Juvekar, J Do, C Dewey, I Holmes, ... PLoS computational biology 5 (5), e1000392, 2009	391	2009
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	358	2022
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	357	2018
DDSP: Differentiable digital signal processing J Engel, L Hantrakul, C Gu, A Roberts arXiv preprint arXiv:2001.04643, 2020	298	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	273	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	250	2007
Scaling instruction-finetuned language models HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ... arXiv preprint arXiv:2210.11416, 2022	213	2022
Bloom: A 176b-parameter open-access multilingual language model TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... arXiv preprint arXiv:2211.05100, 2022	195	2022

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors