Publications

Conditional Contrastive Learning with Kernel.

Tsai, Y. H. H., Li, T., Ma, M. Q., Zhao, H., Zhang, K., Morency, L. P., & Salakhutdinov, R. International Conference on Learning Representations. 2021.

Conditional contrastive learning: Removing undesirable information in self-supervised representations.

Tsai, Y. H. H., Ma, M. Q., Zhao, H., Zhang, K., Morency, L. P., & Salakhutdinov, R. (2021). arXiv preprint arXiv:2106.02866.

A Multimodal Approach to Investigate the Neural Mechanisms of Real World Social Vision.

Arish Alreja, Michael James Ward, Qianli Ma, Mark Richardson, Brian Russ, Stephan Bickel, Nelleke Van Wouwe, Jorge A González-Martínez, Lisa S Parker, Joseph Neimat, Charles Schroeder, Louis-Phillipe Morency, Avniel Singh Ghuman, bioRxiv (2021).

J. Girard*, A. Vail*, E. Liebenthal, K. Brown, C. Kilciksiz, L. Pennant, E. Liebson, D. Öngür, L.-P. Morency, J. Baker. Computational Analysis of Spoken Language in Acute Psychosis and Mania. Schizophrenia Research, 2021. (*equal contribution)

Y. Lyu*, P. P. Liang*, H. Pham*, E. Hovy, B. Póczos, R. Salakhutdinov, L.-P. Morency. StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer, NAACL 2021

P. P. Liang, I. Li, E. Zheng, Y. C. Lim, R. Salakhutdinov, L.-P. Morency. Towards Debiasing Sentence Representations, ACL 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).

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.

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).

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).