Paul Pu Liang
Paul Pu Liang
Machine Learning Department, Carnegie Mellon University
確認したメール アドレス: cs.cmu.edu - ホームページ
タイトル
引用先
引用先
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
2202018
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph
A Zadeh, PP Liang, J Vanbriesen, S Poria, E Tong, E Cambria, M Chen, ...
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
2142018
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
1952018
Multimodal Transformer for Unaligned Multimodal Language Sequences
YHH Tsai, S Bai, PP Liang, JZ Kolter, LP Morency, R Salakhutdinov
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
1712019
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
1532017
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
1512018
Learning Factorized Multimodal Representations
YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov
International Conference on Learning Representations (ICLR), 2019
1102019
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
852019
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
852019
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
762018
Think locally, act globally: Federated learning with local and global representations
PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ...
arXiv preprint arXiv:2001.01523, 2020
712020
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
392020
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
332019
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
332018
Robust Modulation Classification under Uncertain Noise Condition Using Recurrent Neural Network
S Hu, Y Pei, PP Liang, YC Liang
2018 IEEE Global Communications Conference (GLOBECOM), 1-7, 2018
312018
Multimodal Local-Global Ranking Fusion for Emotion Recognition
PP Liang, A Zadeh, LP Morency
Proceedings of the 20th ACM International Conference on Multimodal …, 2018
312018
Towards debiasing sentence representations
PP Liang, IM Li, E Zheng, YC Lim, R Salakhutdinov, LP Morency
arXiv preprint arXiv:2007.08100, 2020
302020
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
252019
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, 10623-10633, 2019
232019
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, ...
European Conference on Computer Vision, 282-298, 2020
222020
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