Publications

Publication date: September 15, 2011

Scalable learning for geostatistics and speaker recognition

PhD Thesis, University of Maryland, College Park

Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
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Publication date: August 27, 2011

Kernel partial least squares framework for speaker recognition

12th Annual Conference of the International Speech Communication Association (INTERSPEECH)

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

Publication date: August 17, 2011

Joint Inference for Extracting Text Descriptors from Triage Images of Mass Disaster Victims

Mid-Atlantic Student Symposium on Speech, Language, and Learning

Niyati Chhaya, Tim Oates
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: July 25, 2011

Probabilistic Reasoning for Assembly-Based 3D Modeling

SIGGRAPH

Siddhartha Chaudhuri, Evangelos Kalogerakis, Leonidas Guibas, Vladlen Koltun
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
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Publication date: July 7, 2011

Fuzzy logic: introducing human reasoning within decision support systems?

CNAM Master Thesis 2011

Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning

Publication date: May 22, 2011

A partial least squares framework for speaker recognition

36th IEEE International Conference on Acoustics, Speech and Signal Processing

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
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Publication date: April 13, 2011

Partial least squares based speaker recognition system

Snowbird Learning Workshop

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

Publication date: April 1, 2011

Robust Face Detection in Patient Triage Images.

In Proceedings of the International Conference on Computer Vision Theory and Applications

Niyati Chhaya, Tim Oates
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: March 1, 2011

Joint Inference for Extracting Text Descriptors from Triage Images of Mass Disaster Victims

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence

Niyati Chhaya
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: October 18, 2010

Partial least squares on graphical processor for efficient pattern recognition

In CS-TR-4968, University of Maryland, College Park, MD

Balaji Vasan Srinivasan, W. Schwartz, R. Duraiswami, L. Davis
  • Adobe Research icon AI & Machine Learning

Publication date: October 18, 2010

Random sampling for estimating the performance of fast summations

In CS-TR-4969, University of Maryland, College Park, MD

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

Publication date: September 27, 2010

Non-negative Hidden Markov Modeling of Audio with Application to Source Separation

LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, September 2010

Gautham Mysore, Paris Smaragdis, B. Raj
Best Student Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 1, 2010

GPUML: Graphical processors for speeding up kernel machines

Workshop on High Performance Analytics - Algorithms, Implementations, and Applications in Siam Conference on Data Mining

Balaji Vasan Srinivasan, H. Qi, R. Duraiswami
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Publication date: April 4, 2010

Fast matrix-vector product based FGMRES for kernel machines

11th Copper Mount Conference on Iterative Methods

Balaji Vasan Srinivasan, R. Duraiswami, N. Gumerov
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Publication date: March 14, 2010

Kernelized Rényi distance for speaker recognition

35th International Conference on Acoustics, Speech and Signal Processing

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

Publication date: January 31, 2010

Decision Detection using Hierarchical Graphical Models

In Proceedings of the 48th Annual Meeting of Association for Computational Linguistics (ACL 2010) , Uppsala, Sweden.

Trung Bui, S. Peters
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

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
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