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Multi-agent Social Reinforcement Learning Improves Generalization

Oct 01, 2020
Kamal Ndousse, Douglas Eck, Sergey Levine, Natasha Jaques

* 12 pages, 11 figures 

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Toward Better Storylines with Sentence-Level Language Models

May 11, 2020
Daphne Ippolito, David Grangier, Douglas Eck, Chris Callison-Burch

* ACL 2020 short paper 

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Human and Automatic Detection of Generated Text

Nov 02, 2019
Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, Douglas Eck


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Learning to Groove with Inverse Sequence Transformations

May 14, 2019
Jon Gillick, Adam Roberts, Jesse Engel, Douglas Eck, David Bamman

* ICML 2019, 11 pages, 6 figures 

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A Learned Representation for Scalable Vector Graphics

Apr 04, 2019
Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens


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Counterpoint by Convolution

Mar 18, 2019
Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron Courville, Douglas Eck

* Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017 

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Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset

Oct 30, 2018
Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse Engel, Douglas Eck

* Examples available at https://goo.gl/magenta/maestro-examples 

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Music Transformer

Oct 10, 2018
Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Ian Simon, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck

* Rewrote many sections to clarify the work, and extended relative attention to the local case. Previous title is "An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation" 

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Learning via social awareness: Improving a deep generative sketching model with facial feedback

Aug 27, 2018
Natasha Jaques, Jennifer McCleary, Jesse Engel, David Ha, Fred Bertsch, Rosalind Picard, Douglas Eck


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This Time with Feeling: Learning Expressive Musical Performance

Aug 10, 2018
Sageev Oore, Ian Simon, Sander Dieleman, Douglas Eck, Karen Simonyan

* Includes links to urls for audio samples 

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A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music

Jul 30, 2018
Adam Roberts, Jesse Engel, Colin Raffel, Curtis Hawthorne, Douglas Eck

* ICML 2018 
* ICML Camera Ready Version 

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Onsets and Frames: Dual-Objective Piano Transcription

Jun 05, 2018
Curtis Hawthorne, Erich Elsen, Jialin Song, Adam Roberts, Ian Simon, Colin Raffel, Jesse Engel, Sageev Oore, Douglas Eck

* Examples available at https://goo.gl/magenta/onsets-frames-examples 

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Learning a Latent Space of Multitrack Measures

Jun 01, 2018
Ian Simon, Adam Roberts, Colin Raffel, Jesse Engel, Curtis Hawthorne, Douglas Eck


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Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control

Oct 16, 2017
Natasha Jaques, Shixiang Gu, Dzmitry Bahdanau, José Miguel Hernández-Lobato, Richard E. Turner, Douglas Eck

* Add supplementary material 

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Improving image generative models with human interactions

Sep 29, 2017
Andrew Kyle Lampinen, David So, Douglas Eck, Fred Bertsch


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Online and Linear-Time Attention by Enforcing Monotonic Alignments

Jun 29, 2017
Colin Raffel, Minh-Thang Luong, Peter J. Liu, Ron J. Weiss, Douglas Eck

* ICML camera-ready version; 10 pages + 9 page appendix 

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A Neural Representation of Sketch Drawings

May 19, 2017
David Ha, Douglas Eck


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Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

Apr 05, 2017
Jesse Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Douglas Eck, Karen Simonyan, Mohammad Norouzi


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