| Multibench: Multiscale benchmarks for multimodal representation learning PP Liang, Y Lyu, X Fan, Z Wu, Y Cheng, J Wu, L Chen, P Wu, MA Lee, ... Advances in neural information processing systems 2021 (DB1), 1, 2021 | 131 | 2021 |
| Quantifying & modeling multimodal interactions: An information decomposition framework PP Liang, Y Cheng, X Fan, CK Ling, S Nie, R Chen, Z Deng, N Allen, ... Advances in Neural Information Processing Systems 36, 2024 | 27 | 2024 |
| Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications PP Liang, CK Ling, Y Cheng, A Obolenskiy, Y Liu, R Pandey, A Wilf, ... The Twelfth International Conference on Learning Representations, 2023 | 10* | 2023 |
| Typical values of extremal-weight combinatorial structures with independent symmetric weights Y Cheng, Y Liu, T Tkocz, A Xu arXiv preprint arXiv:2211.12348, 2022 | 4 | 2022 |
| Multimodal fusion interactions: A study of human and automatic quantification PP Liang, Y Cheng, R Salakhutdinov, LP Morency Proceedings of the 25th International Conference on Multimodal Interaction …, 2023 | 3 | 2023 |
| MULTIZOO & MULTIBENCH: a standardized toolkit for multimodal deep learning PP Liang, Y Lyu, X Fan, A Agarwal, Y Cheng, LP Morency, ... The Journal of Machine Learning Research 24 (1), 11056-11062, 2023 | 3 | 2023 |
Louis-Philippe MorencyAssociate professor, Carnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
