Publications

Publication date: January 10, 2014

Topic-based Targeted Influence Maximization

Workshop on Social Networks – Science and Engineering, COMSNETS

Balaji Vasan Srinivasan, Anandhavelu Natarajan, A. Dalal, M. Yenugula, P. Srikanthan, A. Layek
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
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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
  • Adobe Research icon AI & Machine Learning

Publication date: December 3, 2013

Motion-Aware KNN Laplacian for Video Matting

ICCV 2013

Dingzeyu Li, Qifeng Chen, Chi-Keung Tang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
Selected for Oral Presentation (%1.4 acceptance – 20 out of 1420 submissions)
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence

Publication date: September 15, 2013

AttribIt: Content Creation with Semantic Attributes

UIST

Siddhartha Chaudhuri, Evangelos Kalogerakis, Stephen Giguere, Thomas Funkhouser
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: September 1, 2013

KNN Matting

CVPR 2012 / TPAMI 2013

Qifeng Chen, Dingzeyu Li, Chi-Keung Tang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: August 25, 2013

Speaker and Noise Independent Voice Activity Detection

Interspeech

Francois Germain, Dennis Sun, Gautham Mysore
Best Student Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: July 13, 2013

Moocdb: Developing data standards for MOOC data science

AIED 2013 MOOC Workshop

Kalyan Veeramachaneni, Franck Dernoncourt, Colin Taylor, Zachary Pardos, Una-May O’Reilly
  • Adobe Research icon AI & Machine Learning

Publication date: June 16, 2013

An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation

International Conference on Machine Learning (ICML)

Nicholas J. Bryan, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: May 1, 2013

Interactive Refinement Of Supervised And Semi-Supervised Sound Source Separation Estimates

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nicholas J. Bryan, Gautham Mysore
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: March 20, 2013

A symmetric kernel partial least squares framework for speaker recognition

IEEE Transactions on Audio, Speech and Language Processing

Balaji Vasan Srinivasan, Y. Luo, D. Garcia-Romero, D. Zotkin, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 7, 2012

Interactive facial feature localization

European Conf. Computer Vision

Vuong Le, Jonathan Brandt, Zhe Lin, Lubomir Bourdev, Thomas Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 23, 2012

Language Informed Bandwidth Expansion

IEEE International Workshop on Machine Learning for Signal Processing

Jinyu Han, Gautham Mysore, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
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