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Paul Pu Liang
Paul Pu Liang
Assistant Professor, Media Lab and EECS, MIT
Potvrđena adresa e-pošte na mit.edu - Početna stranica
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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
14162019
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
11862018
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
10362022
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
8702018
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
7732018
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
5962020
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
5372018
Learning factorized multimodal representations
YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov
International Conference on Learning Representations (ICLR), 2019
4752019
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
4312019
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
4102019
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
3712017
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
3692021
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
2342020
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
2292018
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
200*2024
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
1562022
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
1442021
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
1372019
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
1282019
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
1242020
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