Adam Roberts
TitleCited byYear
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
73482012
Improving RNA-Seq expression estimates by correcting for fragment bias
A Roberts, C Trapnell, J Donaghey, JL Rinn, L Pachter
Genome biology 12 (3), R22, 2011
8092011
Identification of novel transcripts in annotated genomes using RNA-Seq
A Roberts, H Pimentel, C Trapnell, L Pachter
Bioinformatics 27 (17), 2325-2329, 2011
7972011
Streaming fragment assignment for real-time analysis of sequencing experiments
A Roberts, L Pachter
Nature Methods, 2012
6072012
Fast statistical alignment
RK Bradley, A Roberts, M Smoot, S Juvekar, J Do, C Dewey, I Holmes, ...
PLoS computational biology 5 (5), e1000392, 2009
3292009
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 (6-7), 473-481, 2007
1832007
Neural audio synthesis of musical notes with wavenet autoencoders
J Engel, C Resnick, A Roberts, S Dieleman, M Norouzi, D Eck, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1692017
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
982014
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
832007
A hierarchical latent vector model for learning long-term structure in music
A Roberts, J Engel, C Raffel, C Hawthorne, D Eck
arXiv preprint arXiv:1803.05428, 2018
782018
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
582017
Hierarchical variational autoencoders for music
A Roberts, J Engel, D Eck
NIPS Workshop on Machine Learning for Creativity and Design, 2017
342017
Latent constraints: Learning to generate conditionally from unconditional generative models
J Engel, M Hoffman, A Roberts
arXiv preprint arXiv:1711.05772, 2017
342017
Counterpoint by convolution
CZA Huang, T Cooijmans, A Roberts, A Courville, D Eck
arXiv preprint arXiv:1903.07227, 2019
302019
Fragment assignment in the cloud with eXpress-D
A Roberts, H Feng, L Pachter
BMC bioinformatics 14 (1), 358, 2013
262013
Gansynth: Adversarial neural audio synthesis
J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts
arXiv preprint arXiv:1902.08710, 2019
252019
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
242018
RNA-Seq and find: entering the RNA deep field
A Roberts, L Pachter
Genome medicine 3 (11), 74, 2011
222011
Learning a latent space of multitrack measures
I Simon, A Roberts, C Raffel, J Engel, C Hawthorne, D Eck
arXiv preprint arXiv:1806.00195, 2018
122018
Audio deepdream: Optimizing raw audio with convolutional networks
D Ardila, C Resnick, A Roberts, D Eck
Proceedings of the International Society for Music Information Retrieval …, 2016
102016
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Articles 1–20