category

Publications

2020

Kostoulas, T., Muszynski, M., Chaspari, T., & Amelidis, P. (2020, October). Multimodal Affect and Aesthetic Experience. In Proceedings of the 2020 International Conference on Multimodal Interaction (pp. 888-889).

Links: PDF

Liu, T., Liang, P. P., Muszynski, M., Ishii, R., Brent, D., Auerbach, R. P., Allen N.B., Morency, L. P. (2020). Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study. In Proceedings of the 34th Conference on Neural Information Processing Systems: Machine Learning for Mobile Health workshop.

Links: PDF

Ishii, R., Ren, X., Muszynski, M., & Morency, L. P. (2020, October). Can Prediction of Turn-management Willingness Improve Turn-changing Modeling?. In Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents (pp. 1-8).

Links: PDF Demo & Code

Tsai, Y. H. H.*, Ma, M.*, Yang, M.*, Salakhutdinov, R., & Morency, L. P. (2020, November). Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (pp. 1823-1833).

Links: PDF Demo & Code

Ishii, R., Ahuja, C., Nakano, Y. I., & Morency, L. P. (2020, October). Impact of Personality on Nonverbal Behavior Generation. In Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents (pp. 1-8).

Links: PDF

Muszynski, M., Zelazny, J., Girard, J. M., & Morency, L. P. (2020, October). Depression Severity Assessment for Adolescents at High Risk of Mental Disorders. In Proceedings of the 2020 International Conference on Multimodal Interaction (pp. 70-78).

Links: PDF

Ahuja, C., Lee, D. W., Ishii, R., & Morency, L. P. (2020). No gestures left behind: Learning relationships between spoken language and freeform gestures. Proceedings of Findings at the Conference on Empirical Methods in Natural Language Processing, 2020.

Links: PDF

Ahuja, C., Lee, D. W., Nakano, Y. I., & Morency, L. P. (2020). Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach. In proceedings of European Conference on Computer Vision 2020

Links: PDF Datasets Demo & Code

2019

Tsai, Y. H. H., Bai, S., Yamada, M., Morency, L. P., & Salakhutdinov, R. (2019, November). Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) (pp. 4335-4344).

Links: PDF Demo & Code

Ahuja, C., Ma S., Morency, L. P., & Sheikh Y. (2019); To React or not to React: End-to-End Visual Pose Forecasting for Personalized Avatar during Dyadic Conversations. ICMI 2019

Demo & Code