Publications

Publication date: December 10, 2013

beatDB: A Large Scale Waveform Feature Repository

NIPS 2013, Machine Learning for Clinical Data Analysis and Healthcare Workshop

Franck Dernoncourt, Kalyan Veeramachaneni, Una-May O'Reilly

• AI & Machine Learning

Publication date: December 10, 2013

MoocViz: A Large Scale, Open Access, Collaborative, Data Analytics Platform for MOOCs

NIPS 2013 Education Workshop

Franck Dernoncourt, Colin Taylor, Una-May O’Reilly, Kayan Veeramachaneni, Sherwin Wu, Chuong Do, Sherif Halawa

• AI & Machine Learning
• Content Intelligence

Publication date: December 9, 2013

Preconditioned Krylov solvers for kernel regression

Workshop on Large Scale Matrix Analysis and Inference at Neural Information Processing Systems (NIPS)

Balaji Vasan Srinivasan, Q. Hu, N. Gumerov, R. Murtugudde, R. Duraiswami

• AI & Machine Learning

Publication date: December 3, 2013

Deblurring by Example using Dense Correspondence

International Conference on Computer Vision (ICCV), Sydney 2013

Y. HaCohen, Eli Shechtman, D. Lischinski

Publication date: December 3, 2013

Motion-Aware KNN Laplacian for Video Matting

ICCV 2013

Dingzeyu Li, Qifeng Chen, Chi-Keung Tang

• AI & Machine Learning
• Computer Vision, Imaging & Video

Publication date: December 1, 2013

A Max-Margin Perspective on Sparse Representation-Based Classification

Proceedings of the IEEE International Conference on Computer Vision (ICCV 2013), December 2013

Zhaowen Wang, Jianchao Yang, N. Nasrabadi

Publication date: December 1, 2013

Estimating Spatially Varying Defocus Blur from A Single Image

IEEE Transactions on Image Processing (TIP), Vol. 22, No. 12, Dec 2013

X. Zhu, Scott Cohen, Stephen Schiller, P. Milanfar

Publication date: December 1, 2013

Exemplar-based Graph Matching for Robust Facial Landmark Localization

Proceedings of the IEEE International Conference on Computer Vision (ICCV 2013), December 2013

F. Zhou, Jonathan Brandt, Zhe Lin

Publication date: December 1, 2013

Joint Subspace Stabilization for Stereoscopic Video

Proceedings of the IEEE International Conference on Computer Vision (ICCV 2013), December 2013

F. Liu, Y. Niu, Hailin Jin

Publication date: December 1, 2013

Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors

Proceedings of the IEEE International Conference on Computer Vision (ICCV 2013), December 2013

W. Huang, Zhe Lin, Jianchao Yang, Jue Wang

Publication date: December 1, 2013

Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation

International Conference of Computer Vision

Haoxiang Li, Gang Hua, Zhe Lin, Jonathan Brandt

• AI & Machine Learning
• Computer Vision, Imaging & Video

Publication date: December 1, 2013

Actor-Critic Algorithms for Risk-Sensitive MDPs

Proceedings of the Twenty-Seventh Annual Conference on Advances in Neural Information Processing Systems (NIPS-2013), pp. 252-260, 2013.

LA Prashanth, Mohammad Ghavamzadeh

• AI & Machine Learning

Publication date: December 1, 2013

Approximate Dynamic Programming Finally Performs Well in the Game of Tetris

Proceedings of the Twenty-Seventh Annual Conference on Advances in Neural Information Processing Systems (NIPS-2013), pp. 1754-1762, 2013.

Victor Gabillon, Mohammad Ghavamzadeh, Bruno Scherrer

• AI & Machine Learning

Publication date: November 19, 2013

Patch-based High Dynamic Range Video

ACM Transactions on Graphics (Proc. SIGGRAPH Asia'13), 32(5), November 2013

N. Kalantari, Eli Shechtman, Connelly Barnes, Soheil Darabi, Dan Goldman, P. Sen

Publication date: November 4, 2013

Combining Modeling of Singing Voice and Background Music for Automatic Separation of Musical Mixtures

International Society of Music Information Retrieval Conference (ISMIR)

Zafar Rafii, Francois Germain, Dennis Sun, Gautham Mysore

• AI & Machine Learning
• Audio

Publication date: November 4, 2013

Source Separation of Polyphonic Music With Interactive User-Feedback on a Piano Roll Display

International Society for Music Information Retrieval Conference (ISMIR)

Nicholas J. Bryan, Gautham Mysore, Ge Wang

• AI & Machine Learning
• Audio
• Human Computer Interaction

Publication date: November 1, 2013

3D Self-Portraits

ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 32(6), 2013

H. Li, E. Vouga, A. Gudym, L. Luo, J. Barron, G. Gusev

Publication date: November 1, 2013

A general and efficient method for finding cycles in 3D curve networks

ACM Transactions On Graphics (Proc. SIGGRAPH Asia 2013)

Y. Zhuang, M. Zou, Nathan Carr, T. Ju

Publication date: November 1, 2013

Information Graph Model and Application to Online Advertising

Proc. 2013 ACM CIKM Workshop on User Engagement Optimization (UEO’13)

M. Danilevsky, Eunyee Koh

Publication date: November 1, 2013

Will your Facebook post be engaging?

Workshop on User Engagement Optimization at ACM International Conference on Information and Knowledge Management

Balaji Vasan Srinivasan, Anandhavelu Natarajan, Ritwik Sinha, V. Gupta, Shriram Revankar, B. Ravindran

• AI & Machine Learning
• Content Intelligence