Dawen Liang


2011

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Segmentation, Clustering, and Display in a Personal Audio Database for Musicians
Guangyu Xia | Dawen Liang | Roger B. Dannenberg | Mark Harvilla
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011

2013

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Beta Process Sparse Nonnegative Matrix Factorization for Music
Dawen Liang | Matthew D. Hoffman | Daniel P. W. Ellis
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2014

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Codebook-based Scalable Music Tagging with Poisson Matrix Factorization
Dawen Liang | John W. Paisley | Dan Ellis
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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MIR_EVAL: A Transparent Implementation of Common MIR Metrics
Colin Raffel | Brian McFee | Eric J. Humphrey | Justin Salamon | Oriol Nieto | Dawen Liang | Daniel P. W. Ellis
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2015

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Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks
Dawen Liang | Minshu Zhan | Daniel P. W. Ellis
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2016

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Modeling User Exposure in Recommendation
Dawen Liang | Laurent Charlin | James McInerney | David M. Blei
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2018

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Variational Autoencoders for Collaborative Filtering
Dawen Liang | Rahul G. Krishnan | Matthew D. Hoffman | Tony Jebara
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018