Spremljaj
Paul Pu Liang
Naslov
Navedeno
Navedeno
Leto
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
11272019
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
9372018
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
7222022
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
6892018
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
6602018
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
4872020
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
4642018
Learning factorized multimodal representations
YHH Tsai, PP Liang, A Zadeh, LP Morency, R Salakhutdinov
International Conference on Learning Representations (ICLR), 2019
4072019
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
3572019
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
3482019
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
3202017
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
2742021
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
1972018
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
1922020
Foundations and recent trends in multimodal machine learning: Principles, challenges, and open questions
PP Liang, A Zadeh, LP Morency
ACM Computing Surveys, 2023
125*2023
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
1222019
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
1132021
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
1132019
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
1082022
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
1062020
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