متابعة
Paul Liang
Paul Liang
Assistant Professor, Media Lab and EECS, MIT
بريد إلكتروني تم التحقق منه على mit.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
16302019
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, ...‏
Transactions on Machine Learning Research, 2022‏
1532*2022
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
13522018
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
9852018
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
8472018
Think locally, act globally: Federated learning with local and global representations‏
PP Liang, T Liu, L Ziyin, NB Allen, RP Auerbach, D Brent, ...‏
NeurIPS 2020 Workshop on Federated Learning, 2020‏
6932020
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
5832018
Learning factorized multimodal representations‏
YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov‏
International Conference on Learning Representations (ICLR), 2019‏
5262019
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
4822019
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
4622019
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
4322021
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
3852017
Foundations & trends in multimodal machine learning: Principles, challenges, and open questions‏
PP Liang, A Zadeh, LP Morency‏
ACM Computing Surveys 56 (10), 1-42, 2024‏
270*2024
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
2672020
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
2522018
Rethinking architecture design for tackling data heterogeneity in federated learning‏
L Qu, Y Zhou, PP Liang, Y Xia, F Wang, E Adeli, L Fei-Fei, D Rubin‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022‏
1952022
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning‏
PP Liang, Y Lyu, X Fan, Z Wu, Y Cheng, J Wu, LY Chen, P Wu, MA Lee, ...‏
35th Conference on Neural Information Processing Systems (NeurIPS 2021 …, 2021‏
1682021
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
1502019
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
1402020
Deep Gamblers: Learning to Abstain with Portfolio Theory‏
L Ziyin, Z Wang, PP Liang, R Salakhutdinov, LP Morency, M Ueda‏
Advances in Neural Information Processing Systems 2019, 2019‏
1332019
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مقالات 1–20