arXiv / slides / bibtex

                    @article{palm2vadapter2024,
                      title={PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter},
                      author={Xiao, Junfei and Xu, Zheng and Yuille, Alan and Yan, Shen and Wang, Boyu},
                      journal={arXiv preprint arXiv:2402.10896},
                      year={2024},
                    }

arXiv / code / bibtex

                    @article{xiao2023semantic,
                      author    = {Xiao, Junfei and Zhou, Ziqi and Li, Wenxuan and Lan, Shiyi and Mei, Jieru and Yu, Zhiding and Yuille, Alan and Zhou, Yuyin and Xie, Cihang},
                      title     = {A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties},
                      journal   = {arXiv preprint arXiv:2312.13764},
                      year      = {2023},
                    }

arXiv / code / bibtex

                  @inproceedings{liu2023clip,
                    title={Clip-driven universal model for organ segmentation and tumor detection},
                    author={Liu, Jie and Zhang, Yixiao and Chen, Jie-Neng and Xiao, Junfei and Lu, Yongyi and A Landman, Bennett and Yuan, Yixuan and Yuille, Alan and Tang, Yucheng and Zhou, Zongwei},
                    booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
                    pages={21152--21164},
                    year={2023}
                  }

arXiv / code / bibtex

                  @article{hu2023labelfree,
                    title={Label-Free Liver Tumor Segmentation},
                    author={Hu, Qixin and Chen, Yixiong and Xiao, Junfei  and Sun, Shuwen and Chen, Jie-Neng and Yuille, Alan and Zhou, Zongwei},
                    journal={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
                    year={2022}
                  }

arXiv / code / bibtex

                  @article{bai2022masked,
                    title={Masked autoencoders enable efficient knowledge distillers},
                    author={Bai, Yutong and Wang, Zeyu and Xiao, Junfei and Wei, Chen and Wang, Huiyu and Yuille, Alan and Zhou, Yuyin and Xie, Cihang},
                    journal={arXiv preprint arXiv:2208.12256},
                    year={2022}
                  }

arXiv / code / bibtex

@article{xiao2022delving,
  title={Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification},
  author={Xiao, Junfei and Bai, Yutong and Yuille, Alan and Zhou, Zongwei},
  journal={arXiv preprint arXiv:2210.12843},
  year={2022}
}

arXiv / code / bibtex

@inproceedings{xiao2022learning,
  title={Learning from temporal gradient for semi-supervised action recognition},
  author={Xiao, Junfei and Jing, Longlong and Zhang, Lin and He, Ju and She, Qi and Zhou, Zongwei and Yuille, Alan and Li, Yingwei},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={3252--3262},
  year={2022}
}

arXiv / code / bibtex

@inproceedings{xiao2022catenorm,
  title={CateNorm: Categorical Normalization for Robust Medical Image Segmentation},
  author={Xiao, Junfei and Yu, Lequan and Zhou, Zongwei and Bai, Yutong and Xing, Lei and Yuille, Alan and Zhou, Yuyin},
  booktitle={MICCAI Workshop on Domain Adaptation and Representation Transfer},
  pages={129--146},
  year={2022},
  organization={Springer}
}

arXiv / bibtex

@inproceedings{wang2019bio,
  title={A bio-robotic remora disc with attachment and detachment capabilities for reversible underwater hitchhiking},
  author={Wang, Siqi and Li, Lei and Chen, Yufeng and Wang, Yueping and Sun, Wenguang and Xiao, Junfei and Wainwright, Dylan and Wang, Tianmiao and Wood, Robert J and Wen, Li},
  booktitle={2019 International Conference on Robotics and Automation (ICRA)},
  pages={4653--4659},
  year={2019},
  organization={IEEE}
}

report / code