Publications

Publication date: January 18, 2010

Efficient kriging for real-time spatio-temporal interpolation

20th Conference on Probability and Statistics in the Atmospheric Sciences

Balaji Vasan Srinivasan, R. Duraiswami, R. Murtugudde
  • Adobe Research icon AI & Machine Learning

Publication date: January 1, 2010

Affective Dialogue Management Using Factored POMDPs

In Interactive Collaborative Information Systems, SCI 281, pages 207-236, Springer-Verlag Berlin

Trung Bui, J. Zwiers, M. Poel, A. Nijholt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: October 18, 2009

Separation by Humming: User Guided Sound Extraction from Monophonic Mixtures

WASPAA - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , October 2009

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

Publication date: October 1, 2009

Scaling kernel machine learning algorithm via the use of GPUs

In GPU Technology Conference, NVIDIA Research Summit, San Jose, CA

Balaji Vasan Srinivasan, R. Duraiswami
  • Adobe Research icon AI & Machine Learning

Publication date: September 27, 2009

Efficient subset selection via the kernelized Rényi distance

12th IEEE International Conference on Computer Vision

Balaji Vasan Srinivasan, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 11, 2009

Extracting Decisions from multi-party Dialog using Directed Graphical Models and Semantic Similarity

In Proceedings of the 10th Annual SIGDIAL Meeting on Discourse and Dialogue (SIGdial 09), London, UK.

Trung Bui, M. Frampton, J. Dowding, S. Peters
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: August 6, 2009

Real-time Decision Detection in Multi-party Dialogue

In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1133–1141, Singapore.

M. Frampton, J. Huang, Trung Bui, S. Peters
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: February 3, 2009

A Tractable Hybrid DDN-POMDP Approach to Affective Dialogue Modeling for Probabilistic Frame-based Dialogue Systems

In Natural Language Engineering, 15(2), pages 273-307, Cambridge University Press

Trung Bui, M. Poel, A. Nijholt, J. Zwiers
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: December 18, 2008

Sparse and Shift-invariant Feature Extraction from Non- negative Data

In Proc. of the IEEE International Conference on Audio and Speech Signal Processing (ICASSP)

Paris Smaragdis, B. Raj, M. Shashanka
  • Adobe Research icon AI & Machine Learning

Publication date: December 8, 2008

Automatic online tuning for fast Gaussian summation

22nd Annual Conference on Neural Information Processing Systems (NIPS)

Vlad Morariu, Balaji Vasan Srinivasan, V. Raykar, R. Duraiswami, L. Davis
  • Adobe Research icon AI & Machine Learning

Publication date: November 21, 2008

Gaussian Process Regression for Model Estimation

Masters Thesis, University of Maryland, College Park, MD

Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning

Publication date: January 31, 2008

Learning Pairwise Dissimilarity Profiles for Appearance Recognition in Visual Surveillance

International Symposium on Visual Computing (ISVC) , Las Vegas, NV

Zhe Lin, L. Davis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: January 27, 2008

Exploring use of images in clinical articles for decision support in Evidence-Based Medicine

SPIE Electronic Imaging: Document Recognition and Retrieval

S. Antani, D. Demner-Fushman, J. Li, Balaji Vasan Srinivasan, G. Thoma
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 17, 2007

Sparse Overcomplete Decomposition for Single Channel speaker Separation

In Proc. of the IEEE International Conference on Audio and Speech Signal Processing (ICASSP)

M. Shashanka, B. Raj, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: September 1, 2007

Practical Dialogue Manager Development using POMDPs

In Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue, pages 215–218, Antwerp, Belgium

Trung Bui, B. van Schooten, D. Hofs
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: June 25, 2007

Sparse Overcomplete Latent Variable Decoposition of Counts Data

In Proc. of Neural Information Processing Systems (NIPS)

M. Shashanka, B. Raj, Paris Smaragdis
  • Adobe Research icon AI & Machine Learning

Publication date: July 1, 2006

Generic Dialogue Modeling for Multi-application Dialogue Systems

In Machine Learning for Multimodal Interaction, LNCS 3866, 2006, pp 174-186

Trung Bui, J. Zwiers, A. Nijholt, M. Poel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing

Publication date: September 1, 2004

Rapid Dialogue Prototyping Methodology

In Text, Speech and Dialogue, LNCS 3206, 2004, pp 579-586

Trung Bui, M. Rajman, M. Melichar
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants
  • Adobe Research icon Natural Language Processing
1 55 56 57 58