Publications(2011) D. J. Hu, L. Bo, X. Ren. Toward Robust Material Recognition for Everyday Objects. To appear at BMVC-2011, Dundee, Scotland (2010) D. J. Hu, L. J. P. van der Maaten, Y. Cho, L. K. Saul, S. Lerner. Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development. NIPS-10, Vancouver, Canada
[www] [paper] [poster] (2009) D. J. Hu, L. K. Saul. A probabilistic topic model for music analysis. NIPS-09 Applications for Topic Models Workshop, Whistler, Canada
[extended abstract] [poster] [slides] (2009) D. J. Hu, L. K. Saul. A probabilistic topic model of unsupervised learning for musical-key profiles. ISMIR-09, Kobe, Japan
[paper] [poster] [slides] (2008) J. Matteson, C. K. Kha, D. J. Hu, C. C. Cheng, L. K. Saul, and G. R. Sadler. Campus community partnerships with people who are deaf or hard of hearing. Assistive Technology Outcomes and Benefits
[paper] (2008) C. C. Cheng, D. J. Hu, and L. K. Saul. Nonnegative matrix factorization for real time musical analysis and sight-reading evaluation. ICASSP-08, Las Vegas, NV.
[www] [paper] [poster] [slides] [swf]
Reports(2009) D.J. Hu. LDA for images, text, and music. Research Exam, UCSD CSE Department
[www] [paper] [slides]
NotesNotes I've typed up for work by me and others. Feel free to email me if you have questions or find errors.