| Interpretable multimodal routing for human multimodal language YHH Tsai*, MQ Ma*, M Yang*, R Salakhutdinov, LP Morency | 111* | 2020 |
| Factorized contrastive learning: Going beyond multi-view redundancy PP Liang, Z Deng, MQ Ma, JY Zou, LP Morency, R Salakhutdinov Advances in Neural Information Processing Systems 36, 2024 | 49 | 2024 |
| The need for unsupervised outlier model selection: A review and evaluation of internal evaluation strategies MQ Ma, Y Zhao, X Zhang, L Akoglu ACM SIGKDD Explorations Newsletter 25 (1), 19-35, 2023 | 48* | 2023 |
| Self-supervised representation learning with relative predictive coding YHH Tsai, MQ Ma, M Yang, H Zhao, LP Morency, R Salakhutdinov arXiv preprint arXiv:2103.11275, 2021 | 42 | 2021 |
| Complex transformer: A framework for modeling complex-valued sequence M Yang*, MQ Ma*, D Li*, YHH Tsai, R Salakhutdinov ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 40 | 2020 |
| Conditional contrastive learning for improving fairness in self-supervised learning MQ Ma, YHH Tsai, PP Liang, H Zhao, K Zhang, R Salakhutdinov, ... arXiv preprint arXiv:2106.02866, 2021 | 39* | 2021 |
| Conditional Contrastive Learning with Kernel YHH Tsai*, T Li*, MQ Ma, H Zhao, K Zhang, LP Morency, R Salakhutdinov arXiv preprint arXiv:2202.05458, 2022 | 29 | 2022 |
| Understanding masked autoencoders via hierarchical latent variable models L Kong, MQ Ma, G Chen, EP Xing, Y Chi, LP Morency, K Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 28 | 2023 |
| Face-to-Face Contrastive Learning for Social Intelligence Question-Answering A Wilf, M Ma, PP Liang, A Zadeh, LP Morency arXiv preprint arXiv:2208.01036, 2022 | 9 | 2022 |
| A multimodal approach to investigate the neural mechanisms of real world social vision A Alreja, MJ Ward, Q Ma, RM Richardson, B Russ, S Bickel, ... bioRxiv, 2021.12. 26.474173, 2021 | 1 | 2021 |
| Incorporating Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models C Zhang, Z Wan, Z Kan, MQ Ma, S Stepputtis, D Ramanan, ... Workshop on Responsibly Building the Next Generation of Multimodal …, 0 | | |
Louis-Philippe MorencyAssociate professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu