TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection

Chaoya Jiang, Haiyang Xu, Chenliang Li, Ming Yan, Wei Ye, Shikun Zhang, Bin Bi, Songfang Huang. TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection. In Yoav Goldberg, Zornitsa Kozareva, Yue Zhang, editors, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11. pages 4084-4096, Association for Computational Linguistics, 2022. [doi]

@inproceedings{JiangXLYYZBH22,
  title = {TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection},
  author = {Chaoya Jiang and Haiyang Xu and Chenliang Li and Ming Yan and Wei Ye and Shikun Zhang and Bin Bi and Songfang Huang},
  year = {2022},
  url = {https://aclanthology.org/2022.emnlp-main.273},
  researchr = {https://researchr.org/publication/JiangXLYYZBH22},
  cites = {0},
  citedby = {0},
  pages = {4084-4096},
  booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11},
  editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang},
  publisher = {Association for Computational Linguistics},
}