Eck, Douglas

23 publications

ICLR 2024 A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis Izzeddin Gur, Hiroki Furuta, Austin V Huang, Mustafa Safdari, Yutaka Matsuo, Douglas Eck, Aleksandra Faust

JMLR 2023 PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel

ICML 2021 Emergent Social Learning via Multi-Agent Reinforcement Learning Kamal K Ndousse, Douglas Eck, Sergey Levine, Natasha Jaques

ICLRW 2019 A Learned Representation for Scalable Vector Graphics Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens

ICLR 2019 Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse Engel, Douglas Eck

ICML 2019 Learning to Groove with Inverse Sequence Transformations Jon Gillick, Adam Roberts, Jesse Engel, Douglas Eck, David Bamman

ICLR 2019 Music Transformer: Generating Music with Long-Term Structure Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Ian Simon, Curtis Hawthorne, Noam Shazeer, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck

ICML 2018 A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts, Jesse Engel, Colin Raffel, Curtis Hawthorne, Douglas Eck

ICLR 2018 A Neural Representation of Sketch Drawings David Ha, Douglas Eck

IJCAI 2018 Learning via Social Awareness: Improving a Deep Generative Sketching Model with Facial Feedback Natasha Jaques, Jennifer McCleary, Jesse H. Engel, David Ha, Fred Bertsch, Douglas Eck, Rosalind W. Picard

AAAI 2017 Deep Music: Towards Musical Dialogue Mason Bretan, Sageev Oore, Jesse H. Engel, Douglas Eck, Larry P. Heck

ICML 2017 Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders Jesse Engel, Cinjon Resnick, Adam Roberts, Sander Dieleman, Mohammad Norouzi, Douglas Eck, Karen Simonyan

ICML 2017 Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel, Minh-Thang Luong, Peter J. Liu, Ron J. Weiss, Douglas Eck

ICML 2017 Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-Control Natasha Jaques, Shixiang Gu, Dzmitry Bahdanau, José Miguel Hernández-Lobato, Richard E. Turner, Douglas Eck

ICLR 2017 Tuning Recurrent Neural Networks with Reinforcement Learning Natasha Jaques, Shixiang Gu, Richard E. Turner, Douglas Eck

ECML-PKDD 2012 Machine Learning Methods for Music Discovery and Recommendation Douglas Eck

NeurIPS 2009 An Infinite Factor Model Hierarchy via a Noisy-or Mechanism Douglas Eck, Yoshua Bengio, Aaron C. Courville

ICML 2009 Workshop Summary: Sparse Methods for Music Audio Douglas Eck, Dan Ellis, Philippe Hamel

ICML 2008 A Distance Model for Rhythms Jean-François Paiement, Yves Grandvalet, Samy Bengio, Douglas Eck

NeurIPS 2007 Automatic Generation of Social Tags for Music Recommendation Douglas Eck, Paul Lamere, Thierry Bertin-mahieux, Stephen Green

MLJ 2006 Aggregate Features and ADABOOSTfor Music Classification James Bergstra, Norman Casagrande, Dumitru Erhan, Douglas Eck, Balázs Kégl

ICML 2005 A Graphical Model for Chord Progressions Embedded in a Psychoacoustic Space Jean-François Paiement, Douglas Eck, Samy Bengio, David Barber

NeCo 2002 Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM Jürgen Schmidhuber, Felix A. Gers, Douglas Eck