date

Publications

2023

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.

Links: PDF

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.

Links: PDF

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

Links: PDF Demo & Code

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

Links: PDF Demo & Code

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

Links: PDF Demo & Code

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

Links: PDF

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

Links: PDF Demo & Code

T. W├Ârtwein, 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).

Links: PDF Demo & Code

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

Links: PDF

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

Links: PDF