Publications

A. K. Vail, J. Girard, L. Bylsma, J. Cohn, J. Fournier, H. Swartz, L.-P. Morency. Goals, Tasks, and Bonds: Toward the Computational Assessment of Therapist Versus Client Perception of Working Alliance. FG, 2021.

A. Vail, J. Girard, L. Bylsma, J. Cohn, J. Fournier, H. Swartz, L.-P. Morency. Toward Causal Understanding of Therapist-Client Relationships: A Study of Language Modality and Social Entrainment. ICMI, 2022.

Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard Chen, Zihao Deng, Nicholas Allen, Randy Auerbach, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency. Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS 2023

Paul Pu Liang*, Zihao Deng*, Martin Ma*, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov. Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS 2023

Dong Won Lee, Chaitanya Ahuja, Paul Pu Liang, Sanika Natu, Louis-Philippe Morency. Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides. ICCV 2023

Chaitanya Ahuja, Pratik Joshi, Ryo Ishii, Louis-Philippe Morency. Continual Learning for Personalized Co-speech Gesture Generation. ICCV 2023

Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency. Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. ICMI 2023

T. Wörtwein, N. B. Allen, L. B. Sheeber, R. P. Auerbach, J. F. Cohn, L.-P. Morency. Neural Mixed Effects for Nonlinear Personalized Predictions. In Proceedings of the 2023 International Conference on Multimodal Interaction (ICMI’23).

Alexandria K Vail, Jeffrey M Girard, Lauren M Bylsma, Jay Fournier, Holly A Swartz, Jeffrey F Cohn, Louis-Philippe Morency. Representation Learning for Interpersonal and Multimodal Behavior Dynamics: A Multiview Extension of Latent Change Score Models. ICMI 2023

Leena Mathur, Maja Mataric, Louis-Philippe Morency. Expanding the Role of Affective Phenomena in Multimodal Interaction Research. ICMI 2023