Ashutosh Garg

According to our database, Ashutosh Garg authored at least 24 papers between 2000 and 2005.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2005

Machine Learning in Computer Vision

Nicu Sebe, Ira Cohen, Ashutosh Garg, Thomas S. Huang

Computational Imaging and Vision 29, Springer, ISBN: 978-1-4020-3275-2, 2005

2004

Layered representations for learning and inferring office activity from multiple sensory channels.

Nuria Oliver, Ashutosh Garg, Eric Horvitz

Comput. Vis. Image Underst., 2004

A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval.

Xiang Sean Zhou, Ashutosh Garg, Thomas S. Huang

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003

Learning in High Dimensional Spaces: Applications, Theory, and Algorithms

Ashutosh

PhD thesis, 2003

Boosted learning in dynamic Bayesian networks for multimodal speaker detection.

Ashutosh Garg, Vladimir Pavlovic, James M. Rehg

Proc. IEEE, 2003

Facial expression recognition from video sequences: temporal and static modeling.

Ira Cohen, Nicu Sebe, Ashutosh Garg, Lawrence S. Chen, Thomas S. Huang

Comput. Vis. Image Underst., 2003

Margin Distribution and Learning.

Ashutosh Garg, Dan Roth

Proceedings of the Machine Learning, 2003

Frame-dependent multi-stream reliability indicators for audio-visual speech recognition.

Ashutosh Garg, Gerasimos Potamianos, Chalapathy Neti, Thomas S. Huang

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Classification Approach towards Banking and Sorting Problems.

Shyamsundar Rajaram, Ashutosh Garg, Xiang Sean Zhou, Thomas S. Huang

Proceedings of the Machine Learning: ECML 2003, 2003

2002

A Bayesian framework for combining gene predictions.

Vladimir Pavlovic, Ashutosh Garg, Simon Kasif

Bioinform., 2002

Emotion Recognition Using a Cauchy Naive Bayes Classifier.

Nicu Sebe, Michael S. Lew, Ira Cohen, Ashutosh Garg, Thomas S. Huang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Bayesian Networks as Ensemble of Classifiers.

Ashutosh Garg, Vladimir Pavlovic, Thomas S. Huang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

Fusion of Global and Local Information for Object Detection.

Ashutosh Garg, Shivani Agarwal, Thomas S. Huang

Proceedings of the 16th International Conference on Pattern Recognition, 2002

MMIHMM: Maximum Mutual Information Hidden Markov Models.

Nuria Oliver, Ashutosh Garg

Proceedings of the Machine Learning, 2002

On generalization bounds, projection profile, and margin distribution.

Ashutosh Garg, Sariel Har-Peled, Dan Roth

Proceedings of the Machine Learning, 2002

Layered Representations for Human Activity Recognition.

Nuria Oliver, Eric Horvitz, Ashutosh Garg

Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Facial expression recognition from video sequences.

Ira Cohen, Nicu Sebe, Ashutosh Garg, Michael S. Lew, Thomas S. Huang

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

2001

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection.

Milind R. Naphade, Ashutosh Garg, Thomas S. Huang

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Understanding Probabilistic Classifiers.

Ashutosh Garg, Dan Roth

Proceedings of the Machine Learning: EMCL 2001, 2001

Learning Coherent Concepts.

Ashutosh Garg, Dan Roth

Proceedings of the Algorithmic Learning Theory, 12th International Conference, 2001

2000

Vision-Based Overhead View Person Recognition.

Ira Cohen, Ashutosh Garg, Thomas S. Huang

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks.

Vladimir Pavlovic, Ashutosh Garg, James M. Rehg

Proceedings of the Advances in Multimodal Interfaces, 2000

Audio-Visual Speaker Detection Using Dynamic Bayesian Networks.

Ashutosh Garg, Vladimir Pavlovic, James M. Rehg

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks.

Vladimir Pavlovic, James M. Rehg, Ashutosh Garg, Thomas S. Huang

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000