Publications

Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency. PACS: A Dataset for Physical Audiovisual Commonsense Reasoning. ECCV 2022

Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency. DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. AIES 2022

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. A Multimodal Approach to Investigate the Neural Mechanisms of Real World Social Vision. bioRxiv (2021).

Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency. Learning Weakly-supervised Contrastive Representations. ICLR 2022

Tsai, Y. H. H., Li, T., Ma, M. Q., Zhao, H., Zhang, K., Morency, L. P., & Salakhutdinov, R. Conditional Contrastive Learning with Kernel. International Conference on Learning Representations 2022.

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)

Tsai, Y. H. H., Ma, M. Q., Zhao, H., Zhang, K., Morency, L. P., & Salakhutdinov, R. Conditional contrastive learning: Removing undesirable information in self-supervised representations. arXiv preprint arXiv:2106.02866.

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).