C. Mario Christoudias

EPFL CVLAB
BC 370 (Batiment BC)
Station 14
CH-1015 Lausanne
Tel. [+41 21 69] 38151
Email mario dot christoudias at epfl dot ch

I am a Postdoc at the EPFL CVLAB working with Pascal Fua and Vincent Lepetit. I recently recieved my PhD degree from the Massachussetts Institute of Technology where I was advised by Trevor Darrell and Raquel Urtasun. My disertation focused on the topics of multi-view semi-supervised learning (co-training) and coding, particularly in the context of multiple kernel learning and its application towards object and gesture recognition. My general research interests are in the areas of computer vision and machine learning.

Publications

Journal Articles

C. Mario Christoudias, Louis-Philippe Morency and Trevor Darrell, Non-Parametric and Light-Field Deformable Models, Computer Vision and Image Understanding, 2006.

Refereed Conference Papers

C. Mario Christoudias, Raquel Urtasun, Mathieu Salzmann, and Trevor Darrell, Learning to Recognize Objects from Unseen Modalities, In Proceedings of the European Conference on Computer Vision, 2010.

C. Mario Christoudias, Raquel Urtasun, Ashish Kapoor and Trevor Darrell, Co-training with Noisy Perceptual Observations, In Proceedings IEEE Conference on Computer Vision and Pattern Recognition, 2009.

C. Mario Christoudias, Raquel Urtasun and Trevor Darrell, Multi-View Learning in the Presence of View Disagreement, In Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2008.

C. Mario Christoudias, Raquel Urtasun and Trevor Darrell, Unsupervised Feature Selection via Distributed Coding for Multi-view Object Recognition, In Proceedings IEEE Conference on Computer Vision and Pattern Recognition, 2008.

C. Mario Christoudias, Kate Saenko, Louis-Philippe Morency and Trevor Darrell, Co-Adaptation of Audio-Visual Speech and Gesture Classifiers, In Proceedings of the 8th International Conference on Multimodal Interfaces, 2006. **Best Paper Award**

Louis-Philippe Morency, C. Mario Christoudias and Trevor Darrell, Recognizing Gaze Aversion Gestures in Embodied Conversational Discourse, In Proceedings of the 8th International Conference on Multimodal Interfaces, 2006.

C. Mario Christoudias and Trevor Darrell, On Modelling Nonlinear Shape-and-Texture Appearance Manifolds, In Proceedings IEEE Conference on Computer Vision and Pattern Recognition, 2005.

C. Mario Christoudias, Louis-Philippe Morency and Trevor Darrell, Light Field Appearance Manifolds, In Proceedings of the European Conference on Computer Vision, 2004.

Jacob Eisenstein and C. Mario Christoudias, A Salience-Based Approach to Gesture-Speech Alignment, In Proceedings of HLT-NAACL, 2004.

C. Mario Christoudias, Bogdan Georgescu and Peter Meer, Synergism in low level vision, In Proceedings of the 16th International Conference on Pattern Recognition, 2002.

Technical Reports

C. Mario Christoudias, Raquel Urtasun, and Trevor Darrell, Bayesian Localized Multiple Kernel Learning, Technical report no. UCB/EECS-2009-96, EECS Department, UC Berkeley, July, 2009.

C. Mario Christoudias, Light-Field Appearance Manifolds, Master thesis, Massachussetts Institute of Technology, September 2004.

C. Mario Christoudias, Probablistic Models for Multi-View Semi-Supervised Learning and Coding, PhD thesis, Massachussetts Institute of Technology, September 2009.

Created April 2011