Publications

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

	Ahuja, C., & Morency, L. P. (2019). Language2Pose: Natural Language Grounded Pose Forecasting. 3DV2019

Publications Demo & Code Videos

J.M. Girard, G. Shandar, Z. Liu, J.F. Cohn, L. Yin, L.-P. Morency. Reconsidering the Duchenne smile: Indicator of positive emotion or artifact of smile intensity? ACII 2019

Links: PDF Demo & Code

Liang, P. P.*, Liu, Z.*, Tsai, Y. H. H., Zhao, Q., Salakhutdinov, R., & Morency, L. P. (2019, July). Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL) (pp. 1569-1576).

Links: PDF

Tsai, Y. H. H.*, Bai, S.*, Liang, P. P., Kolter, J. Z., Morency, L. P., & Salakhutdinov, R. (2019, July). Multimodal Transformer for Unaligned Multimodal Language Sequences. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL) (pp. 6558-6569).

Links: PDF Demo & Code

M.K. Hasan, W. Rahman, A. Zadeh, J. Zhong, M.I. Tanveer, L.-P. Morency. UR-FUNNY: A Multimodal Language Dataset for Understanding Humor. arXiv 2019

Links: PDF

A. Zadeh, Y.-C. Lim, P.P. Liang, L.-P. Morency. Variational Auto-Decoder. arXiv 2019

Links: PDF Demo & Code

Y.-H.H. Tsai, S.K. Divvala, L.-P. Morency, R. Salakhutdinov, A. Farhadi. Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph. CVPR 2019

Links: PDF Demo & Code

A. Zadeh, M. Chan, P.P. Liang, E. Tong, L.-P. Morency. Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence. CVPR 2019