Tan, Hao

LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Tan, H., & Bansal, M. (2019) · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 2,319

Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

Tan, H., Yu, L., & Bansal, M. (2019) · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

Natural Language Processing TechniquesTopic Modeling

Cited by 293

Envedit: Environment Editing for Vision-and-Language Navigation

Li, J., Tan, H., & Bansal, M. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 87

Scaling Data Generation in Vision-and-Language Navigation

Wang, Z., Li, J., Hong, Y., Wang, Y., Wu, Q., Bansal, M., Gould, S., Tan, H., & Qiao, Y. (2023) · arXiv

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 64

Scaling Data Generation in Vision-and-Language Navigation

Wang, Z., Li, J., Hong, Y., Wang, Y., Wu, Q., Bansal, M., Gould, S., Tan, H., & Qiao, Y. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 64

Diagnosing the Environment Bias in Vision-and-Language Navigation

Zhang, Y., Tan, H., & Bansal, M. (2020) · Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 51

Learning Navigational Visual Representations with Semantic Map Supervision

Hong, Y., Zhou, Y., Zhang, R., Dernoncourt, F., Bui, T., Gould, S., & Tan, H. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Reinforcement Learning in RoboticsRobotics and Sensor-Based Localization

Cited by 42

VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning

Tan, H., Lei, J., Wolf, T., & Bansal, M. (2021) · arXiv

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 35

The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions

Zhou, X., Nie, Y., Tan, H., & Bansal, M. (2020) · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 32