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Paul Pu Liang
Paul Pu Liang
Machine Learning Department, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Multimodal transformer for unaligned multimodal language sequences
YHH Tsai, S Bai, PP Liang, JZ Kolter, LP Morency, R Salakhutdinov
Proceedings of the conference. Association for Computational Linguistics …, 2019
5462019
Multimodal language analysis in the wild: Cmu-mosei dataset and interpretable dynamic fusion graph
AAB Zadeh, PP Liang, S Poria, E Cambria, LP Morency
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
5192018
Memory Fusion Network for Multi-view Sequential Learning
A Zadeh, PP Liang, N Mazumder, S Poria, E Cambria, LP Morency
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
4202018
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors
Z Liu, Y Shen, VB Lakshminarasimhan, PP Liang, A Zadeh, LP Morency
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
3512018
Multi-attention Recurrent Network for Human Communication Comprehension
A Zadeh, PP Liang, S Poria, P Vij, E Cambria, LP Morency
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
3292018
Think locally, act globally: Federated learning with local and global representations
PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ...
NeurIPS Workshop on Federated Learning, 2020
2282020
Multimodal sentiment analysis with word-level fusion and reinforcement learning
M Chen, S Wang, PP Liang, T Baltrušaitis, A Zadeh, LP Morency
Proceedings of the 19th ACM international conference on multimodal …, 2017
2262017
Learning factorized multimodal representations
YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov
arXiv preprint arXiv:1806.06176, 2018
2202018
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
Y Wang, Y Shen, Z Liu, PP Liang, A Zadeh, LP Morency
Proceedings of the AAAI Conference on Artificial Intelligence 33, 7216-7223, 2019
2112019
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
H Pham, PP Liang, T Manzini, LP Morency, B Póczos
Proceedings of the AAAI Conference on Artificial Intelligence 33, 6892-6899, 2019
1842019
Multimodal Language Analysis with Recurrent Multistage Fusion
PP Liang, Z Liu, A Zadeh, LP Morency
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
1352018
Towards debiasing sentence representations
PP Liang, IM Li, E Zheng, YC Lim, R Salakhutdinov, LP Morency
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
982020
Towards understanding and mitigating social biases in language models
PP Liang, C Wu, LP Morency, R Salakhutdinov
International Conference on Machine Learning, 6565-6576, 2021
842021
Deep Neural Network for Robust Modulation Classification under Uncertain Noise Conditions
S Hu, Y Pei, PP Liang, YC Liang
IEEE Transactions on Vehicular Technology 69 (1), 564-577, 2020
782020
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
722022
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence
A Zadeh, M Chan, PP Liang, E Tong, LP Morency
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
662019
Diverse and admissible trajectory forecasting through multimodal context understanding
SH Park, G Lee, J Seo, M Bhat, M Kang, J Francis, A Jadhav, PP Liang, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
592020
Deep gamblers: Learning to abstain with portfolio theory
Z Liu, Z Wang, PP Liang, RR Salakhutdinov, LP Morency, M Ueda
Advances in Neural Information Processing Systems 32, 2019
532019
Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis
H Pham, T Manzini, PP Liang, B Poczós
Proceedings of Grand Challenge and Workshop on Human Multimodal Language …, 2018
472018
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization
PP Liang, Z Liu, YHH Tsai, Q Zhao, R Salakhutdinov, LP Morency
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
462019
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