Publications

Liang, P. P.*, Liu, Z.*, Tsai, Y. H. H., Zhao, Q., Salakhutdinov, R., & Morency, L. P. (2019, July). Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL) (pp. 1569-1576).

Tsai, Y. H. H.*, Bai, S.*, Liang, P. P., Kolter, J. Z., Morency, L. P., & Salakhutdinov, R. (2019, July). Multimodal Transformer for Unaligned Multimodal Language Sequences. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL) (pp. 6558-6569).

A. Zadeh, M. Chan, P.P. Liang, E. Tong, L.-P. Morency. Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence. CVPR 2019

T. Baltrusaitis, L. Li, L.-P. Morency. Local-Global Ranking for Facial Expression Intensity Estimation. In Proceedings of International Conference on Affective Computing and Intelligent Interaction (ACII), 2017 (to appear)

C. Buengeler, F. Klonek, N. Lehmann-Willenbrock, L.-P. Morency and R. Poppe, Killer Apps: Developing Novel Applications That Enhance Team Coordination, Communication, and Effectiveness, Small Group Research, Volume 48, Issue 5, 2017, pp. 591 – 620

T. Wörtwein and S. Scherer. What really matters — An information gain analysis of questions and reactions in automated PTSD screenings. In Proceedings of International Conference on Affective Computing and Intelligent Interaction (ACII), 2017

I. Masi, W. AbdAlmageed, F. Chan, J. Choi, S. Harel, J. Kim, K. Kim, J. Leksut, S. Rawls, Y. Wu, T. Hassner, G. Medioni, L.-P. Morency, P. Natarajan, R. Nevatia. Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

T. Baltrusaitis, C. Ahuja, and L.-P. Morency. Multimodal Machine Learning: A Survey and Taxonomy. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

A. Zadeh, R. Zellers, E. Pincus, L.-P. Morency, Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages, IEEE Intelligent Systems, Volume 31, Issue 6, Nov-Dec 2016

S. Park, H. Shim, M. Chatterjee, K. Sagae and L.-P. Morency, Multimodal Analysis and Prediction of Persuasiveness in Online Social Multimedia, ACM Transactions on Interactive Intelligent Systems (TiiS), Volume 6, Issue 3, October 2016