category

Publications

2018

Y.-H.H. Tsai*, P.P. Liang*, A. Zadeh, L.-P. Morency, R. Salakhutdinov. Learning Multimodal Representations using Factorized Deep Generative Models. NeurIPS 2018 Workshop on Bayesian Deep Learning

Links: PDF

P.P. Liang, Z. Liu, A. Zadeh, L.-P. Morency. Modeling Spatiotemporal Multimodal Language with Recurrent Multistage Fusion. NeurIPS 2018 Workshop on Modeling and Decision-making in the Spatiotemporal Domain

Links: PDF

H. Pham*, P.P. Liang*, T. Manzini, L.-P. Morency, B. Póczos. Learning Robust Joint Representations for Multimodal Sentiment Analysis. NeurIPS 2018 Workshop on Interpretability and Robustness in Audio, Speech and Language

Links: PDF

V.Sharma, A. Kalra, V. Vaibhav, S. Chaudhary, L. Patel and L.P. Morency. Attend and Attack: Attention Guided Adversarial Attacks on Visual Question Answering Models. NeurIPS 2018 Workshop on Security in Machine Learning

Links: PDF

H. Pham, T. Manzini, P.P. Liang, and B. Póczos. Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis. ACL 2018 Grand Challenge and Workshop on Human Multimodal Language

Links: PDF

2017

B. Nojavanasghari, C.E. Hughes and L.-P. Morency. Exceptionally Social: Design of an Avatar-Mediated Interactive System for Promoting Social Skills in Children with Autism. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems, 2017

T.-Y. Hu, C. Raman, S. Medina, L. Gui, T. Baltrusaitis, R. Frederking, L.-P. Morency, A. W Black, M. Eskenazi, Integrating Verbal and Nonvebval Input into a Dynamic Response Spoken Dialogue System, In Proceedings of the AAAI Conference on Artificial Intelligence – Demo Track, 2017

Links: PDF

A. Zadeh, Y. Lim, T. Baltrusaitis and L.-P. Morency. Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection. ICCV Workshop on 3D Face Tracking in-the-wild, 2017.

Links: PDF

2016

E. Wood, T. Baltrušaitis, L.-P. Morency, P. Robinson, A. Bulling, Learning an Appearance-based Gaze Estimator from one million Synthesised Images, In Proceedings of the Symposium on Eye Tracking Research & Applications (ETRA), 2016

Links: PDF

S. Ghosh, E. Laksana, L.-P. Morency and S. Scherer, Learning Representations of Affect from Speech, In Proceedings of the International Conference on Learning Representations Workshop (ICLR-W), 2016

Links: PDF