Douglas Eck

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Adam RobertsGoogle DeepMindVerified email at google.com
Jesse H. EngelGoogle DeepMindVerified email at google.com
Juergen SchmidhuberKing Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of LuganoVerified email at kaust.edu.sa
Curtis HawthorneAdeptVerified email at adept.ai
Cheng-Zhi Anna HuangMIT Music and Theater Arts (MTA) and Electrical Engineering and Computer Science (EECS)Verified email at mit.edu
Ian SimonGoogle BrainVerified email at cs.washington.edu
Daphne IppolitoGoogle BrainVerified email at google.com
Felix GersProfessor of Computer Science, Berliner Hochschule für Technik (BHT)Verified email at felixgers.de
Sander DielemanResearch Scientist, DeepMindVerified email at google.com
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Natasha JaquesUniversity of Washington, Google ResearchVerified email at google.com
Chris Callison-BurchProfessor, University of PennsylvaniaVerified email at upenn.edu
David Hasakana.aiVerified email at sakana.ai
Paul LamereSpotifyVerified email at spotify.com
Thierry Bertin-MahieuxData Scientist, PhDVerified email at columbia.edu
Sageev OoreAssociate Professor,Dalhousie University; Faculty Affiliate, Vector InstituteVerified email at dal.ca
Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Norman CasagrandeResearch EngineerVerified email at google.com
Philippe HamelPhD, Computer scienceVerified email at google.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca

Douglas Eck

Google Research, Brain Team

Verified email at google.com - Homepage

Machine Learning Artificial Intelligence Neural Networks Computational Creativity Recommender Systems


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Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... Journal of Machine Learning Research 24 (240), 1-113, 2023	4514	2023
A neural representation of sketch drawings D Ha, D Eck ICLR 2018, 2018	1036	2018
Music transformer CZA Huang, A Vaswani, J Uszkoreit, N Shazeer, I Simon, C Hawthorne, ... arXiv preprint arXiv:1809.04281, 2018	920	2018
Neural audio synthesis of musical notes with wavenet autoencoders J Engel, C Resnick, A Roberts, S Dieleman, D Eck, K Simonyan, ... ICML 2017, 2017	742	2017
Applying LSTM to time series predictable through time-window approaches FA Gers, D Eck, J Schmidhuber International conference on artificial neural networks, 669-676, 2001	679	2001
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	601	2018
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	528	2018
Deduplicating training data makes language models better K Lee, D Ippolito, A Nystrom, C Zhang, D Eck, C Callison-Burch, N Carlini arXiv preprint arXiv:2107.06499, 2021	472	2021
A first look at music composition using lstm recurrent neural networks D Eck, J Schmidhuber Istituto Dalle Molle Di Studi Sull Intelligenza Artificiale 103 (4), 48, 2002	442	2002
Gemma: Open models based on gemini research and technology G Team, T Mesnard, C Hardin, R Dadashi, S Bhupatiraju, S Pathak, ... arXiv preprint arXiv:2403.08295, 2024	425	2024
Learning features from music audio with deep belief networks. P Hamel, D Eck ISMIR 10, 339-344, 2010	420	2010
Aggregate features and AdaBoost for music classification J Bergstra, N Casagrande, D Erhan, D Eck, B Kégl Machine learning 65 (2-3), 473-484, 2006	407	2006
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	352	2017
Finding temporal structure in music: Blues improvisation with LSTM recurrent networks D Eck, J Schmidhuber Proceedings of the 12th IEEE workshop on neural networks for signal …, 2002	349	2002
Online and linear-time attention by enforcing monotonic alignments C Raffel, T Luong, PJ Liu, RJ Weiss, D Eck ICML 2017, 2017	316	2017
Automatic detection of generated text is easiest when humans are fooled D Ippolito, D Duckworth, C Callison-Burch, D Eck arXiv preprint arXiv:1911.00650, 2019	311	2019
Automatic generation of social tags for music recommendation D Eck, P Lamere, T Bertin-Mahieux, S Green NIPS: Advances in Neural Information Processing Systems, 385-392, 2008	309	2008
This time with feeling: learning expressive musical performance S Oore, I Simon, S Dieleman, D Eck, K Simonyan Neural Computing and Applications 32, 955-967, 2020	263	2020
Counterpoint by convolution CZA Huang, T Cooijmans, A Roberts, A Courville, D Eck ISMIR 2017, 2016	195	2016
Sequence tutor: Conservative fine-tuning of sequence generation models with kl-control N Jaques, S Gu, D Bahdanau, JM Hernández-Lobato, RE Turner, D Eck ICLR 2017, 2016	185	2016

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