Adam Roberts
Title
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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
98992012
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, W Li, ...
arXiv preprint arXiv:1910.10683, 2019
10352019
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
10102011
Identification of novel transcripts in annotated genomes using RNA-Seq
A Roberts, H Pimentel, C Trapnell, L Pachter
Bioinformatics 27 (17), 2325-2329, 2011
9512011
Streaming fragment assignment for real-time analysis of sequencing experiments
A Roberts, L Pachter
Nature Methods, 2012
7762012
Fast statistical alignment
RK Bradley, A Roberts, M Smoot, S Juvekar, J Do, C Dewey, I Holmes, ...
PLoS Comput Biol 5 (5), e1000392, 2009
3672009
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
3182017
The polymorphism architecture of mouse genetic resources elucidated using genome-wide resequencing data: implications for QTL discovery and systems genetics
A Roberts, FPM de Villena, W Wang, L McMillan, DW Threadgill
Mammalian Genome 18 (6), 473-481, 2007
2122007
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
2052018
Gansynth: Adversarial neural audio synthesis
J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts
arXiv preprint arXiv:1902.08710, 2019
1632019
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
1472017
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
1332018
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
1212014
Inferring missing genotypes in large SNP panels using fast nearest-neighbor searches over sliding windows
A Roberts, L McMillan, W Wang, J Parker, I Rusyn, D Threadgill
Bioinformatics 23 (13), i401-i407, 2007
892007
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
882020
Latent constraints: Learning to generate conditionally from unconditional generative models
J Engel, M Hoffman, A Roberts
arXiv preprint arXiv:1711.05772, 2017
732017
Counterpoint by convolution
CZA Huang, T Cooijmans, A Roberts, A Courville, D Eck
arXiv preprint arXiv:1903.07227, 2019
722019
Hierarchical variational autoencoders for music
A Roberts, J Engel, D Eck
67*2017
Ddsp: Differentiable digital signal processing
J Engel, L Hantrakul, C Gu, A Roberts
arXiv preprint arXiv:2001.04643, 2020
562020
The Bach Doodle: Approachable music composition with machine learning at scale
CZA Huang, C Hawthorne, A Roberts, M Dinculescu, J Wexler, L Hong, ...
arXiv preprint arXiv:1907.06637, 2019
30*2019
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Articles 1–20