Publications

T. Baltrusaitis, P. Robinson and L.-P. Morency. Constrained Local Neural Fields for Robust Facial Landmark Detection in the Wild. ICCV Workshop on 300 Faces in the Wild, 2013

Y. Song, L.-P. Morency and R. Davis. Action Recognition by Hierarchical Sequence Summarization. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013

Z. Yu, S. Scherer, D. Devault, J. Gratch, G. Stratou, L.-P. Morency and J. Cassell. Multimodal Prediction of Psychological Disorders: Learning Verbal and Nonverbal Commonalities in Adjacency Pairs. Workshop on the Semantics and Pragmatics of Dialogue (SemDial), 2013

V. P. Rosas, R. Mihalcea and L.-P. Morency. Utterance-Level Multimodal Sentiment Analysis. In  Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2013

A. S. Gordon, J. R. Hobbs, K. Ovchinnikova, M. Roemmele, and L.-P. Morency. Abduction of Mental States with a Formal Theory of Commonsense Psychology.  In Proceedings of the CogSci Workshop Mental Model Ascription by Language-Enabled Intelligent Agents, 2013

S.Scherer, G. Stratou, J. Boberg, J. Gratch, A. Rizzo and L.-P. Morency. Automatic Behavior Descriptors for Psychological Disorder Analysis. In Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013 *** Best paper award ***

J.-C. Levesque, C. Gagne and L.-P. Morency. Sequential Emotion Recognition using Latent-Dynamic Conditional Neural Fields. In Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013

Y. Song, L.-P. Morency and R. Davis. Distribution-Sensitive Learning for Imbalanced Datasets. In Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG), 2013

K. Bousmalis, S. Zafeiriou, L.-P. Morency, M. Pantic and Z. Ghahramani. Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures. In Proceedings of the European Conference on Machine Learning (ECML), 2013

S.Scherer, J. Pestian, and L.-P. Morency. Investigating the Speech Characteristics of Suicidal Adolescents. In Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013