Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks. - Vladimir Pavlovic 001; James M. Rehg; Ashutosh Garg 001; Thomas S. Huang (CVPR, 2000)

Audio-Visual Speaker Detection Using Dynamic Bayesian Networks. - Ashutosh Garg 001; Vladimir Pavlovic 001; James M. Rehg (FG, 2000)

Multimodal Speaker Detection Using Input/Output Dynamic Bayesian Networks. - Vladimir Pavlovic 001; Ashutosh Garg 001; James M. Rehg (ICMI, 2000)

Vision-Based Overhead View Person Recognition. - Ira Cohen; Ashutosh Garg 001; Thomas S. Huang (ICPR, 2000)

Learning Coherent Concepts. - Ashutosh Garg 001; Dan Roth 001 (ALT, 2001)

Understanding Probabilistic Classifiers. - Ashutosh Garg 001; Dan Roth 001 (ECML, 2001)

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection. - Milind R. Naphade; Ashutosh Garg 001; Thomas S. Huang (ICME, 2001)

Facial expression recognition from video sequences. - Ira Cohen; Nicu Sebe; Ashutosh Garg 001; Michael S. Lew; Thomas S. Huang (ICME (2), 2002)

Layered Representations for Human Activity Recognition. - Nuria Oliver; Eric Horvitz; Ashutosh Garg 001 (ICMI, 2002)

On generalization bounds, projection profile, and margin distribution. - Ashutosh Garg 001; Sariel Har-Peled; Dan Roth 001 (ICML, 2002)

MMIHMM: Maximum Mutual Information Hidden Markov Models. - Nuria Oliver; Ashutosh Garg 001 (ICML, 2002)

Fusion of Global and Local Information for Object Detection. - Ashutosh Garg 001; Shivani Agarwal 001; Thomas S. Huang (ICPR (3), 2002)

Bayesian Networks as Ensemble of Classifiers. - Ashutosh Garg 001; Vladimir Pavlovic 001; Thomas S. Huang (ICPR (2), 2002)

Emotion Recognition Using a Cauchy Naive Bayes Classifier. - Nicu Sebe; Michael S. Lew; Ira Cohen; Ashutosh Garg 001; Thomas S. Huang (ICPR (1), 2002)

A Bayesian framework for combining gene predictions. - Vladimir Pavlovic 001; Ashutosh Garg 001; Simon Kasif (Bioinform., 2002)

Classification Approach towards Banking and Sorting Problems. - Shyamsundar Rajaram; Ashutosh Garg 001; Xiang Sean Zhou; Thomas S. Huang (ECML, 2003)

Frame-dependent multi-stream reliability indicators for audio-visual speech recognition. - Ashutosh Garg 001; Gerasimos Potamianos; Chalapathy Neti; Thomas S. Huang (ICASSP (1), 2003)

Margin Distribution and Learning. - Ashutosh Garg 001; Dan Roth 001 (ICML, 2003)

Facial expression recognition from video sequences: temporal and static modeling. - Ira Cohen; Nicu Sebe; Ashutosh Garg 001; Lawrence S. Chen; Thomas S. Huang (Comput. Vis. Image Underst., 2003)

Boosted learning in dynamic Bayesian networks for multimodal speaker detection. - Ashutosh Garg 001; Vladimir Pavlovic 001; James M. Rehg (Proc. IEEE, 2003)

Learning in High Dimensional Spaces: Applications, Theory, and Algorithms - Ashutosh 002 (2003)

A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval. - Xiang Sean Zhou; Ashutosh Garg 001; Thomas S. Huang (CIVR, 2004)

Layered representations for learning and inferring office activity from multiple sensory channels. - Nuria Oliver; Ashutosh Garg 001; Eric Horvitz (Comput. Vis. Image Underst., 2004)

Machine Learning in Computer Vision - Nicu Sebe; Ira Cohen; Ashutosh Garg 001; Thomas S. Huang (Springer, 2005)